WO2019205034A1 - Camera stabilizer position correction method and device - Google Patents

Camera stabilizer position correction method and device Download PDF

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Publication number
WO2019205034A1
WO2019205034A1 PCT/CN2018/084499 CN2018084499W WO2019205034A1 WO 2019205034 A1 WO2019205034 A1 WO 2019205034A1 CN 2018084499 W CN2018084499 W CN 2018084499W WO 2019205034 A1 WO2019205034 A1 WO 2019205034A1
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WO
WIPO (PCT)
Prior art keywords
pose
pan
tilt
compensation device
vertical
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PCT/CN2018/084499
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French (fr)
Chinese (zh)
Inventor
张翔
李兵
周游
Original Assignee
深圳市大疆创新科技有限公司
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Application filed by 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to PCT/CN2018/084499 priority Critical patent/WO2019205034A1/en
Priority to CN201880011522.8A priority patent/CN110325822B/en
Priority to EP18915941.1A priority patent/EP3786757B1/en
Publication of WO2019205034A1 publication Critical patent/WO2019205034A1/en
Priority to US17/075,034 priority patent/US11274788B2/en

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/0094Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot involving pointing a payload, e.g. camera, weapon, sensor, towards a fixed or moving target
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/18Heads with mechanism for moving the apparatus relatively to the stand
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/10Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
    • G01C21/12Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
    • G01C21/16Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
    • G01C21/165Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/04Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/04Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • F16M11/043Allowing translations
    • F16M11/046Allowing translations adapted to upward-downward translation movement
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/04Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • F16M11/06Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting
    • F16M11/10Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting around a horizontal axis
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02Heads
    • F16M11/04Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • F16M11/06Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting
    • F16M11/12Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting in more than one direction
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/10Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
    • G01C21/12Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
    • G01C21/16Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
    • G01C21/165Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments
    • G01C21/1656Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments with passive imaging devices, e.g. cameras
    • GPHYSICS
    • G03PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03BAPPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
    • G03B17/00Details of cameras or camera bodies; Accessories therefor
    • G03B17/56Accessories
    • GPHYSICS
    • G03PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03BAPPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
    • G03B17/00Details of cameras or camera bodies; Accessories therefor
    • G03B17/56Accessories
    • G03B17/561Support related camera accessories
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0268Control of position or course in two dimensions specially adapted to land vehicles using internal positioning means
    • G05D1/027Control of position or course in two dimensions specially adapted to land vehicles using internal positioning means comprising intertial navigation means, e.g. azimuth detector
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D3/00Control of position or direction
    • G05D3/12Control of position or direction using feedback
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16MFRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M2200/00Details of stands or supports

Definitions

  • the present invention relates to the field of pan/tilt control, and in particular, to a pan/tilt pose correction method and apparatus.
  • One of the key problems to be solved by pose estimation robot control is to obtain position, velocity, attitude and heading information that meets control bandwidth, dynamic performance, stability and accuracy requirements based on data of various motion state sensors.
  • the system of instant pose information is called a navigation system.
  • Common navigation systems include: inertial navigation systems, Global Navigation Satellite System (GNSS), Doppler navigation systems, visual navigation systems, and more.
  • GNSS Global Navigation Satellite System
  • Doppler navigation systems Doppler navigation systems
  • visual navigation systems and more.
  • integrated navigation technology integrated navigation technology
  • integrated navigation technology is one of the important applications in the field of multi-sensor information fusion state estimation.
  • Inertial-GNSS integrated navigation is one of the commonly used integrated navigation.
  • the traditional inertial-GNSS integrated navigation uses the NED coordinate system as the navigation coordinate system. It needs to refer to the north heading observation.
  • the geomagnetic sensor is used to provide the reference heading, while the geomagnetic sensor is susceptible to current and magnetic field interference; and the traditional inertial-GNSS combined navigation uses The latitude and longitude indicates the position, so GNSS is required to provide position measurement in the form of latitude and longitude.
  • GNSS navigation cannot work; conventional single-point GNSS has m-level positioning and speed measurement error, and in some cases speed control Accuracy requirements are up to the mm level, so the use of inertial-GNSS combined navigation alone does not meet the accuracy requirements.
  • the invention provides a pan/tilt posture correction method and device.
  • a pan/tilt posture correction method wherein a pan/tilt head is connected to a vertical compensating device, and the vertical compensating device compensates for movement of the gimbal in a vertical direction, the vertical
  • the direct compensation device is provided with a vision module and an inertial measurement unit, and the method comprises:
  • the first pose is corrected according to the second pose.
  • a pan/tilt posture correcting apparatus comprising: a vertical compensating device connected to the pan/tilt head, a visual module mounted on the vertical compensating device, and being mounted on the vertical An inertial measurement unit on the compensation device, the vertical compensation device is configured to compensate movement of the pan/tilt in a vertical direction, and the visual module and the inertial measurement unit are electrically connected to the vertical compensation device;
  • the vertical compensation device is configured to acquire a first pose of the pan/tilt based on the inertial measurement unit; acquire a second pose of the vertical compensation device based on the vision module; and according to the second Position, correcting the first pose.
  • the present invention adopts an inertial-visual combined navigation method, and corrects the first posture obtained by the inertial measurement unit based on the second posture obtained by the vision module, and obtains the control bandwidth and accuracy requirements.
  • the inertial-visual combined navigation method of the present invention is free from current and magnetic field interference, and is suitable for various environments indoors and outdoors.
  • FIG. 1 is a schematic structural view of a pan/tilt posture correcting device according to an embodiment of the present invention
  • FIG. 2 is a schematic structural diagram of a pan/tilt posture correcting device according to an embodiment of the present invention
  • FIG. 3 is a schematic structural diagram of a pan/tilt posture correcting device according to another embodiment of the present invention.
  • FIG. 4 is a flow chart of a method for a pan/tilt pose correction method according to an embodiment of the present invention
  • FIG. 5 is a flow chart of a method for a pan/tilt pose correction method according to an embodiment of the present invention.
  • pan/tilt pose correction method and apparatus of the present invention will be described in detail below with reference to the accompanying drawings.
  • the features of the embodiments and embodiments described below may be combined with each other without conflict.
  • FIG. 1 is a schematic structural diagram of a pan/tilt posture correction device according to an embodiment of the present invention, wherein a pan/tilt is connected to a vertical compensation device, and the vertical compensation device compensates for movement of the gimbal in a vertical direction.
  • the pan/tilt is mounted on the movable object (such as a user, a drone, a robot) by the vertical compensation device, and when the movable object moves, there is a vertical motion, the vertical direction
  • the motion on the top makes the camera picture on the pan/tilt unstable. Therefore, the vertical compensation device compensates the movement of the pan/tilt in the vertical direction, thereby improving the pan/tilt directly mounted on the movable object and along with the movable object.
  • the vertical movement caused by the movement ensures the camera picture is stable.
  • the vertical compensation device of the embodiment is provided with a vision module 2 and an inertial measurement unit (IMU). 2 and 3, the vertical compensating device comprises a body 3 and a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 rotating to compensate for the movement of the gimbal in the vertical direction.
  • the body 3 is provided with a motor 5 for driving the shaft arm 4 to rotate, and in other embodiments, the shaft arm 4 can also be driven to rotate by other driving means.
  • the inertial measurement unit 1 is disposed on the shaft arm 4, and the inertial measurement unit 1 can be installed at one end of the shaft arm 4 connected to the pan/tilt. Of course, the inertial measurement can also be installed in the Any other position on the axle arm 4 is described.
  • the vision module 2 is disposed on the body 3.
  • the detection direction of the vision module 2 of the embodiment may be upward or downward. Specifically, when the pan-tilt posture correction system is located in an outdoor environment, the vision module 2 faces downward; when the pan-tilt posture correction system is located indoors, the vision module 2 may face upward or downward.
  • the detection direction of the vision module 2 of the present embodiment is substantially parallel to the vertical direction, and the detection direction of the vision module 2 allows a smaller inclination angle relative to the vertical direction (the angle range of the inclination angle can be set according to an empirical value).
  • the vision module 2 is monitored vertically upwards or vertically downwards.
  • the body 3 of the present embodiment may include a body 31 and a base 32 fixedly coupled to the body 31, and the vision module 2 is disposed on the base 32.
  • the gimbal is mounted on a drone, mobile robot, or other mobile device via a cradle 32.
  • the vertical compensation device compensates for the vertical motion to cancel the vertical The effect of the direction of motion on the camera picture.
  • the vertical compensating device is a handheld device, and the compensating device can include a hand portion 33 that is fixedly coupled to the body 31.
  • the user holds the hand-held portion 33 to drive the vertical compensation device to move integrally.
  • the user influences the camera picture in the vertical direction along with the step frequency, and the vertical compensation device affects the vertical direction. The motion is compensated to counteract the effects of vertical motion on the camera's picture.
  • the body coordinate system ⁇ b ⁇ -O b x b y b z b is defined as follows: the coordinate system origin O b is the plane geometry of the axial end of the axial arm 4 connected to the pan/tilt head. Center; the x b axis is directed in the vertical symmetry plane of the fuselage 31 and parallel to the bottom surface of the pedestal 32; the y b axis is perpendicular to the vertical symmetry plane of the fuselage 31 to the right of the fuselage 31; the z b axis is in the fuselage 31 In the vertical symmetry plane, perpendicular to the x b axis and pointing below the fuselage 31.
  • Base 32 defines a coordinate system ⁇ p ⁇ -O p x p y p z p as follows: the origin of the coordinate system center axis O p arm 4, i.e. the intersection of shaft 31 rotates the arm 4 vertical symmetry plane of the center line of the fuselage; X p-axis in the vertical plane of symmetry of the body 31 and parallel to the bottom surface of the base 32 is directed forward; p Y axis perpendicular to the vertical plane of symmetry of the fuselage 31 of the body 31 pointing to the right; p vertical symmetry axis Z of the body 31 In-plane, perpendicular to the x p axis and pointing below the fuselage 31.
  • the camera coordinate system is ⁇ c ⁇ -O c x c y c z c
  • the navigation coordinate system is ⁇ n ⁇ -O n x n y n z n
  • the navigation coordinate system origin O is determined by the vertical projection of the camera coordinate system origin Oc on the ground when the system starts working, and the navigation coordinate system coordinate axis is determined by the output of the vision module 2.
  • the output camera coordinate system ⁇ c ⁇ of the vision module 2 is relative to the pose of the navigation coordinate system ⁇ n ⁇ , in some examples, the vision module 2 outputs the reference position of the vertical compensation device Reference speed And reference pose In other examples, the vision module 2 outputs a reference position of the vertical compensation device And reference speed
  • FIG. 4 is a flowchart of a method for a pan/tilt posture correction method according to an embodiment of the present invention.
  • the execution body of the method may be a processor in a vertical compensation device or a separately provided control unit, and the control unit is communicatively coupled to a processor in the vertical compensation device.
  • the method may include the following steps:
  • Step S401 Acquire a first pose of the pan/tilt based on the inertial measurement unit 1;
  • the first pose may include a speed, a position and a posture of the pan/tilt.
  • the inertial measurement unit 1 may include a gyroscope and an accelerometer.
  • the gyroscope is a three-axis gyroscope
  • the accelerometer is a three-axis accelerometer.
  • Step S401 specifically includes: acquiring an angular velocity of the pan-tilt based on the gyroscope, acquiring a specific force of the pan-tilt based on the accelerometer, and then calculating, according to the angular velocity and the specific force, the pan-tilt Gesture, speed and position.
  • the updating process of the pan-tilt attitude includes: designing a posture update formula according to the angular velocity and the specific force; and updating the posture of the pan-tilt according to the posture update formula.
  • the design process of the posture update formula is as follows:
  • the ideal output of the gyroscope is the projection of the angular coordinate rate of the body coordinate system ⁇ b ⁇ relative to the inertial system ⁇ i ⁇ in the ⁇ b ⁇ system, recorded as The actual output of the gyroscope is recorded as
  • the ideal output of the accelerometer is the projection of the specific force in the ⁇ b ⁇ system, denoted as f b , and the actual output of the accelerometer is recorded as
  • Attitude angular rate in formula (1) Determined by:
  • the determined actual body coordinate system is denoted as ⁇ b' ⁇ .
  • the quaternion differential equation shown in equation (1) is discretized and the first-order approximation is obtained.
  • the quaternion update formula shown below can be obtained:
  • the updating process of the pan/tilt speed comprises: designing a speed update formula according to the angular velocity and the specific force; and updating the speed of the pan/tilt according to the speed update formula.
  • the embodiment of the present invention adopts the following formula as an approximate speed update formula:
  • the updating process of the pan/tilt position comprises: designing a location update formula according to the angular velocity and the specific force; and updating the location of the pan-tilt according to the location update formula.
  • the embodiment of the present invention adopts the following formula as an approximate location update formula:
  • posture update formula, the speed update formula, and the position update formula in the embodiment of the present invention are not limited to the design manner of the above embodiment.
  • Step S402 Acquire a second pose of the vertical compensation device based on the vision module 2;
  • the vision module can include a visual odometer or a visual inertia odometer.
  • the vision module includes a visual odometer that includes the speed and position of the vertical compensation device.
  • the vision module includes a visual inertia odometer that includes the speed, position, and attitude of the vertical compensation device.
  • the vertical compensation device may further be equipped with a TOF ranging module (Time of Flight Measurement), and the detection of the visual module 2 by the detection result of the TOF ranging module in this embodiment. The result is corrected. Specifically, the vertical compensation device detects the position of the vertical compensation device by the TOF ranging module, and corrects the position of the compensation device acquired by the vision module 2 to obtain accurate verticality. The position of the compensation device.
  • TOF ranging module Time of Flight Measurement
  • the visual module can be replaced with a UWB positioning device (Ultra Wideband), and the posture of the vertical compensating device is measured by the UWB positioning device, and the inertial-UWB integrated navigation method of the present invention is also free from current and Magnetic field interference is suitable for a variety of environments indoors and outdoors.
  • UWB positioning device Ultra Wideband
  • the vision module 2 of the embodiment Since the vision module 2 of the embodiment is fixed on the base 32, the coordinate system of the reference speed and position of the vertical compensation device directly output by the vision module 2 is different from the coordinate system of the first pose, and the vision module cannot be used. 2 directly outputting the reference speed and the reference position of the vertical compensation device as a reference for the first pose, and correcting the first pose, the embodiment requires the vertical compensation device directly output to the vision module 2
  • the reference speed and the reference position are coordinate-converted to obtain a second pose, and the second pose is in the same coordinate system as the first pose.
  • the axle arm 4 or the upper side is provided with an angular velocity sensor 6 for acquiring the joint angle of the axle arm 4.
  • the method may further comprise obtaining the joint angle of the axle arm 4 based on the angular velocity sensor 6.
  • the joint angle of the axle arm 4 can also be determined based on the joint angle of the motor 5 that drives the axle arm 4.
  • the type of the angular velocity sensor 6 is not limited, and any existing angular velocity sensor 6 may be selected.
  • Step S402 of the embodiment includes: performing coordinate conversion on the reference speed of the vertical compensation device output by the vision module 2 according to the joint angle, obtaining the speed of the vertical compensation device, and then performing vertical compensation according to the vertical compensation The speed of the device can be corrected for the speed of the gimbal. Further, step S402 further includes: performing coordinate conversion on a reference position of the vertical compensation device output by the vision module 2 according to the joint angle, obtaining a position of the vertical compensation device, and then performing vertical compensation The position of the device corrects the position of the gimbal.
  • the visual module 2 includes a visual inertial odometer.
  • the step S402 of the embodiment further includes: constructing a reference direction cosine matrix of the reference pose based on the reference pose output by the visual inertia odometer; and according to the reference direction cosine matrix, The attitude of the vertical compensation device is obtained.
  • Obtaining, according to the direction cosine matrix, the posture of the vertical compensation device comprises: obtaining an attitude correction value of the vertical compensation device according to the reference direction cosine matrix; and obtaining the The posture of the vertical compensation device. At this point, the attitude of the pan/tilt can be corrected by the attitude of the vertical device.
  • Step S403 Correct the first pose according to the second pose.
  • the first pose obtained in the above step S401 is corrected, and the pose estimation value of the gimbal can be obtained.
  • the posture of the gimbal can be controlled to ensure the accuracy of the posture of the gimbal.
  • the first pose is corrected, or the pan-tilt pose is corrected, which actually means correction.
  • step S403 can combine the first pose and the second pose by loop feedback, optimal estimation or other algorithms to realize inertial-visual combined navigation.
  • Kalman filtering one of the optimal estimation algorithms
  • the following embodiment will specifically illustrate the implementation process of merging the first pose and the second pose using Kalman filtering.
  • step S401 further includes: acquiring an angular velocity of the pan-tilt based on the gyroscope, acquiring a specific force of the pan-tilt based on the accelerometer; and then, according to the angular velocity and the specific force, Calculating the error of the first pose.
  • calculating the error of the first pose according to the angular velocity and the specific force comprises: constructing an attitude error, a velocity error, and the first pose according to the angular velocity and the specific force The position error is calculated based on the attitude error, the velocity error, and the position error, and the error of the first pose is calculated.
  • step S403 specifically includes: approximating the error of the first pose, obtaining a Kalman filter; using the second pose as an observation value, obtaining a correction value through the Kalman filter wave; The correction value is corrected, and the first pose is corrected to correct the pose of the gimbal in the vertical direction.
  • the error approximation processing for the first pose is to remove the error term having less influence among the errors of the first pose.
  • the application of the pan/tilt in this embodiment is a low speed, short distance, near ground motion photography.
  • the measurement error model of the gyroscope is:
  • n r is the gyro measurement noise, and assumes that n r is Gaussian white noise; b is the gyro bias, and is assumed to be A form of random walk, where n w is Gaussian white noise.
  • gyro zero offset error is defined as:
  • Equation (9) derives the time and obtains the state equation of the system according to the attitude:
  • the error-free ideal velocity value is determined according to the following differential equation:
  • g n represents the representation of the gravitational acceleration in the navigational coordinate system. Since the embodiment of the present invention is suitable for low speed, short distance, near ground motion shooting, with Can be ignored, so the approximate speed error is calculated as follows:
  • the embodiment of the present invention uses visual navigation for position measurement, and the applicable occasion is near-ground short-distance motion, so the position error equation of the distance form shown by the formula (15) can be used:
  • the calculation formula of the integrated attitude error, velocity error and position error can obtain the error of the first pose (ie the combined navigation system error equation):
  • the system state quantity X is:
  • the state transition matrix F is:
  • the system noise vector w is:
  • n r is the gyro noise
  • n w is the gyro random walk noise
  • n a is the accelerometer noise
  • the noise distribution matrix G is:
  • the equation (16) is discretized and the first-order approximation is obtained, and the discretized first pose error calculation formula is obtained.
  • the Kalman filter is designed by using the discretized first pose error calculation formula.
  • the vision module 2 includes a visual inertia odometer.
  • the observation value of the Kalman filter is designed according to the output result of the visual inertia odometer. The specific design process is as follows:
  • the reference attitude of the visual inertia odometer output is The reference direction cosine matrix is
  • the reference heading outputted by the visual inertial odometer is used as the heading observation of the integrated navigation system, and it is considered that the ⁇ b ⁇ system and the ⁇ c ⁇ system are completely aligned.
  • Equation (22) is used as the attitude observation equation of the Kalman filter, and the attitude correction value is output through the Kalman filter.
  • Is ⁇ p ⁇ line to ⁇ n ⁇ direction based cosine matrix ⁇ P p is O b relative position vector to O c projected ⁇ p ⁇ lines
  • ⁇ V p is O b to O c relative velocity vector ⁇ p ⁇ Projection in the system.
  • the definition [O x O y O z ] T is the positional offset vector of O c to O p represented in the ⁇ p ⁇ system;
  • the length L of the axial arm 4 is defined as the length from the rotation center line of the shaft arm 4 to the shaft end (ie, the end of the shaft arm 4 connected to the pan/tilt), and ⁇ P p is calculated as follows:
  • v V is the velocity observation noise
  • H P is the position observation noise
  • the formula (27) is used as the velocity observation equation of the Kalman filter. After the Kalman filter output speed correction value is used, the speed update value of the pan/tilt obtained by the formula (5) is corrected by the speed correction value, and the corrected value can be obtained. The speed output is used to correct the speed of the gimbal. Further, the equation (28) is used as the position observation equation of the Kalman filter, and the position correction value of the pan/tilt obtained by the formula (6) is corrected by the position correction value through the Kalman filter output position correction value. Corrected position output to correct the position of the gimbal.
  • the embodiment of the present invention adopts an inertial-visual combined navigation method, and corrects the first posture obtained by the inertial measurement unit 1 based on the second posture obtained by the visual module 2, and obtains a posture satisfying the control bandwidth and the accuracy requirement, and the inertia of the present invention.
  • - Vision combined navigation is immune to current and magnetic fields and is suitable for indoor and outdoor environments.
  • an embodiment of the present invention further provides a pan/tilt posture correction device, which may include a vertical compensation device connected to the pan/tilt head, and a vision module installed on the vertical compensation device. 2 and an inertial measurement unit 1 mounted on the vertical compensation device, the vertical compensation device is for compensating for movement of the pan/tilt in a vertical direction, and the visual module 2 and the inertial measurement unit 1 are both It is electrically connected to the vertical compensation device.
  • the vertical compensation device is configured to acquire a first pose of the pan/tilt based on the inertial measurement unit 1; acquire a second pose of the vertical compensation device based on the vision module 2; In the second pose, the first pose is corrected.
  • the vertical compensation device includes a body 3 and a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 is rotated to compensate movement of the pan/tilt in a vertical direction; the inertial measurement unit 1 is disposed on the axle arm 4, and the vision module 2 is disposed on the body 3.
  • the vision module 2 includes a visual odometer that includes the speed and position of the vertical compensation device.
  • the vision module 2 includes a visual inertia odometer that includes the speed, position, and attitude of the vertical compensation device.
  • the vertical compensation device includes a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 rotates to compensate for movement of the pan/tilt head in a vertical direction, and the arm arm 4 is provided with an angular velocity a sensor 6; the vertical compensating means for obtaining an articulation angle of the axle arm 4 based on the angular velocity sensor 6.
  • the first pose includes a speed of the pan/tilt; the vertical compensation device is configured to perform a reference speed of the vertical compensation device output by the vision module 2 according to the joint angle Coordinate transformation to obtain the speed of the vertical compensation device.
  • the first pose includes a position of the pan/tilt; the vertical compensation device is configured to perform, according to the joint angle, a reference position of the vertical compensation device output by the vision module 2 Coordinate transformation to obtain the position of the vertical compensation device.
  • the vertical compensation device is configured to construct a reference direction cosine matrix of the reference posture based on a reference posture output by the visual inertia odometer; and obtain the vertical compensation device according to the reference direction cosine matrix Gesture.
  • the vertical compensation device is configured to obtain an attitude correction value of the vertical compensation device according to the reference direction cosine matrix; and obtain a posture of the vertical compensation device according to the posture correction value.
  • the first pose includes a speed, a position, and a posture of the pan/tilt.
  • the inertial measurement unit 1 includes a gyroscope and an accelerometer; the vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope; and acquire a ratio of the gimbal based on the accelerometer a force; calculating a posture, a speed, and a position of the pan/tilt according to the angular velocity and the specific force.
  • the vertical compensation device is configured to design a posture update formula according to the angular velocity and the specific force; and update the posture of the pan/tilt according to the posture update formula.
  • the vertical compensation device is configured to design a speed update formula according to the angular velocity and the specific force; and update the speed of the pan/tilt according to the speed update formula.
  • the vertical compensation device is configured to design a position update formula according to the angular velocity and the specific force; and update the position of the pan/tilt according to the position update formula.
  • the inertial measurement unit 1 includes a gyroscope and an accelerometer; the vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope; and acquire a ratio of the gimbal based on the accelerometer a force; calculating an error of the first pose based on the angular velocity and the specific force.
  • the vertical compensation device is configured to construct an attitude error, a speed error, and a position error of the first pose according to the angular velocity and the specific force; according to the attitude error, the velocity error, and the position error Calculating the error of the first pose.
  • the vertical compensation device is configured to approximate the error of the first pose, obtain a Kalman filter, and use the second pose as an observation value to be corrected by the Kalman filter wave. a value; the first pose is corrected according to the correction value.
  • the device embodiment since it basically corresponds to the method embodiment, reference may be made to the partial description of the method embodiment.
  • the device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separate, and the components displayed as units may or may not be physical units, ie may be located A place, or it can be distributed to multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the embodiment. Those of ordinary skill in the art can understand and implement without any creative effort.

Abstract

A camera stabilizer position correction method and device, the device comprising a vertical compensation device connected to the camera stabilizer, a visual module (2) disposed on the vertical compensation device, and an inertial measurement unit (1) disposed on the vertical compensation device. The vertical compensation device is used to compensate for movement of the camera stabilizer in a vertical direction, and the visual module (2) and the inertial measurement unit (1) are both electrically connected to the vertical compensation device; the vertical compensation device is used to acquire a first position of the camera stabilizer based on the inertial measurement unit (1), and to acquire, based on the visual module (2), a second position of the vertical compensation device, and to execute correction of the first position in accordance with the second position.

Description

云台位姿修正方法和装置PTZ attitude correction method and device 技术领域Technical field
本发明涉及云台控制领域,尤其涉及一种云台位姿修正方法和装置。The present invention relates to the field of pan/tilt control, and in particular, to a pan/tilt pose correction method and apparatus.
背景技术Background technique
位姿估计机器人控制要解决的关键问题之一,其主要工作是根据各种运动状态传感器的数据得到满足控制带宽、动态性能、稳定性和精度要求的位置、速度、姿态以及航向信息,能够提供即时位姿信息的系统称为导航系统。常见的导航系统包括:惯性导航系统、全球导航卫星系统(Global Navigation Satellite System,GNSS)、多普勒导航系统、视觉导航系统等。使用多种不同的导航系统对同一信息源进行测量,从测量值当中提取各导航系统误差并进行修正的技术称为组合导航技术,组合导航技术是多传感器信息融合状态估计领域的重要应用之一。One of the key problems to be solved by pose estimation robot control is to obtain position, velocity, attitude and heading information that meets control bandwidth, dynamic performance, stability and accuracy requirements based on data of various motion state sensors. The system of instant pose information is called a navigation system. Common navigation systems include: inertial navigation systems, Global Navigation Satellite System (GNSS), Doppler navigation systems, visual navigation systems, and more. The technique of measuring the same information source using a variety of different navigation systems, extracting and correcting the error of each navigation system from the measured values is called integrated navigation technology, and integrated navigation technology is one of the important applications in the field of multi-sensor information fusion state estimation. .
惯性-GNSS组合导航为常用的组合导航之一。传统的惯性-GNSS组合导航将NED坐标系作为导航坐标系,需要指北的航向观测,一般使用地磁传感器提供参考航向,而地磁传感器易受电流和磁场干扰;并且传统的惯性-GNSS组合导航使用经纬度表示位置,因此需要GNSS提供经纬度形式的位置测量,而当使用场合为室内环境时,GNSS导航无法工作;常规的单点GNSS存在m级别的定位和测速误差,而在某些情况下速度控制精度要求达到mm级别,因此仅使用惯性-GNSS组合导航无法满足精度要求。Inertial-GNSS integrated navigation is one of the commonly used integrated navigation. The traditional inertial-GNSS integrated navigation uses the NED coordinate system as the navigation coordinate system. It needs to refer to the north heading observation. Generally, the geomagnetic sensor is used to provide the reference heading, while the geomagnetic sensor is susceptible to current and magnetic field interference; and the traditional inertial-GNSS combined navigation uses The latitude and longitude indicates the position, so GNSS is required to provide position measurement in the form of latitude and longitude. When the use is indoor environment, GNSS navigation cannot work; conventional single-point GNSS has m-level positioning and speed measurement error, and in some cases speed control Accuracy requirements are up to the mm level, so the use of inertial-GNSS combined navigation alone does not meet the accuracy requirements.
发明内容Summary of the invention
本发明提供一种云台位姿修正方法和装置。The invention provides a pan/tilt posture correction method and device.
具体地,本发明是通过如下技术方案实现的:Specifically, the present invention is achieved by the following technical solutions:
根据本发明的第一方面,提供一种云台位姿修正方法,其中,云台与竖直补偿装置连接,所述竖直补偿装置补偿所述云台沿竖直方向的移动,所述竖直补偿装置上装设有视觉模块和惯性测量单元,所述方法包括:According to a first aspect of the present invention, a pan/tilt posture correction method is provided, wherein a pan/tilt head is connected to a vertical compensating device, and the vertical compensating device compensates for movement of the gimbal in a vertical direction, the vertical The direct compensation device is provided with a vision module and an inertial measurement unit, and the method comprises:
基于所述惯性测量单元获取所述云台的第一位姿;Acquiring the first pose of the pan/tilt based on the inertial measurement unit;
基于所述视觉模块获取所述竖直补偿装置的第二位姿;Acquiring a second pose of the vertical compensation device based on the vision module;
根据所述第二位姿,对所述第一位姿进行修正。The first pose is corrected according to the second pose.
根据本发明的第二方面,提供一种云台位姿修正装置,包括与云台相连接的竖直补偿装置、装设于所述竖直补偿装置上的视觉模块和装设于所述竖直补偿装置上的惯性测量单元,所述竖直补偿装置用于补偿所述云台沿竖直方向的移动,所述视觉模块和所述惯性测量单元均与所述竖直补偿装置电连接;According to a second aspect of the present invention, a pan/tilt posture correcting apparatus is provided, comprising: a vertical compensating device connected to the pan/tilt head, a visual module mounted on the vertical compensating device, and being mounted on the vertical An inertial measurement unit on the compensation device, the vertical compensation device is configured to compensate movement of the pan/tilt in a vertical direction, and the visual module and the inertial measurement unit are electrically connected to the vertical compensation device;
所述竖直补偿装置用于,基于所述惯性测量单元获取所述云台的第一位姿;基于所述视觉模块获取所述竖直补偿装置的第二位姿;并根据所述第二位姿,对所述第一位姿进行修正。The vertical compensation device is configured to acquire a first pose of the pan/tilt based on the inertial measurement unit; acquire a second pose of the vertical compensation device based on the vision module; and according to the second Position, correcting the first pose.
由以上本发明实施例提供的技术方案可见,本发明采用惯性-视觉组合导航方式,基于视觉模块获得的第二姿态对基于惯性测量单元获得的第一姿态进行修正,得到满足控制带宽及精度要求的位姿,本发明的惯性-视觉组合导航方式不受电流和磁场干扰,适用于对室内外多种环境。According to the technical solution provided by the embodiment of the present invention, the present invention adopts an inertial-visual combined navigation method, and corrects the first posture obtained by the inertial measurement unit based on the second posture obtained by the vision module, and obtains the control bandwidth and accuracy requirements. In the pose, the inertial-visual combined navigation method of the present invention is free from current and magnetic field interference, and is suitable for various environments indoors and outdoors.
附图说明DRAWINGS
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly described below. It is obvious that the drawings in the following description are only some embodiments of the present invention. Other drawings may also be obtained from those of ordinary skill in the art in view of the drawings.
图1是本发明一实施例中的云台位姿修正装置的结构示意图;1 is a schematic structural view of a pan/tilt posture correcting device according to an embodiment of the present invention;
图2是本发明一实施例中的云台位姿修正装置的结构示意图;2 is a schematic structural diagram of a pan/tilt posture correcting device according to an embodiment of the present invention;
图3是本发明另一实施例中的云台位姿修正装置的结构示意图;3 is a schematic structural diagram of a pan/tilt posture correcting device according to another embodiment of the present invention;
图4是本发明一实施例中的云台位姿修正方法的方法流程图;4 is a flow chart of a method for a pan/tilt pose correction method according to an embodiment of the present invention;
图5是本发明一具体实施例中的云台位姿修正方法的方法流程图。FIG. 5 is a flow chart of a method for a pan/tilt pose correction method according to an embodiment of the present invention.
附图标记:1:惯性测量单元;2:视觉模块;3:本体;31:机身;32:基座;33:手持部;4:轴臂;5:电机;6:角速度传感器。LIST OF REFERENCE NUMERALS 1: Inertial measurement unit; 2: Vision module; 3: Body; 31: Body; 32: Base; 33: Hand-held; 4: Axle; 5: Motor;
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is obvious that the described embodiments are only a part of the embodiments of the present invention, but not all embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.
下面结合附图,对本发明的云台位姿修正方法和装置进行详细说明。在不冲突的情况下,下述的实施例及实施方式中的特征可以相互组合。The pan/tilt pose correction method and apparatus of the present invention will be described in detail below with reference to the accompanying drawings. The features of the embodiments and embodiments described below may be combined with each other without conflict.
参见图1,为本发明实施例的云台位姿修正装置的结构示意图,其中,云台与竖直补偿装置连接,所述竖直补偿装置补偿所述云台沿竖直方向的移动。本实施例中,云台通过所述竖直补偿设备挂载在可移动物体(比如用户、无人机、机器人)上,可移动物体移动时,存在竖直方向上的运动,该竖直方向上的运动会使得云台上的相机画面不稳定,故本实施例通过竖直补偿装置补偿云台沿竖直方向的移动,从而改善云台直接挂载在可移动物体上并随着可移动物体移动时产生的竖直方向的运动,保证相机画面平稳。1 is a schematic structural diagram of a pan/tilt posture correction device according to an embodiment of the present invention, wherein a pan/tilt is connected to a vertical compensation device, and the vertical compensation device compensates for movement of the gimbal in a vertical direction. In this embodiment, the pan/tilt is mounted on the movable object (such as a user, a drone, a robot) by the vertical compensation device, and when the movable object moves, there is a vertical motion, the vertical direction The motion on the top makes the camera picture on the pan/tilt unstable. Therefore, the vertical compensation device compensates the movement of the pan/tilt in the vertical direction, thereby improving the pan/tilt directly mounted on the movable object and along with the movable object. The vertical movement caused by the movement ensures the camera picture is stable.
进一步地,本实施例的竖直补偿装置上装设有视觉模块2和惯性测量单元1(IMU,Inertial measurement unit)。结合图2和图3,所述竖直补偿装置包括本体3和用于连接所述云台的轴臂4,所述轴臂4转动,能够补偿所述云台沿竖直方向的移动。可选地,所述本体3上设有电机5,所述电机5用于驱动所述轴臂4转动,而在其他实施例中,也可由其他驱动装置驱动所述轴臂4转动。所述惯性测量单元1设于所述轴臂4上,所述惯性测量单元1可以装设于所述轴臂4连接所述云台的一端,当然,所述惯性测量也可以装设于所述轴臂4上的其他任意位置。Further, the vertical compensation device of the embodiment is provided with a vision module 2 and an inertial measurement unit (IMU). 2 and 3, the vertical compensating device comprises a body 3 and a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 rotating to compensate for the movement of the gimbal in the vertical direction. Optionally, the body 3 is provided with a motor 5 for driving the shaft arm 4 to rotate, and in other embodiments, the shaft arm 4 can also be driven to rotate by other driving means. The inertial measurement unit 1 is disposed on the shaft arm 4, and the inertial measurement unit 1 can be installed at one end of the shaft arm 4 connected to the pan/tilt. Of course, the inertial measurement can also be installed in the Any other position on the axle arm 4 is described.
所述视觉模块2设于所述本体3上,本实施例的视觉模块2的检测方向可以朝上也可以朝下。具体地,当所述云台位姿修正系统位于室外环境中,所述视觉模块2朝下;当所述云台位姿修正系统位于室内时,所述视觉模块2可以朝上或朝下。本实施例的视觉模块2的检测方向大致平行于竖直方向,视觉模块2的检测方向相对竖直方向允许存在一个较小的倾斜角(可根据经验值设定该倾斜角的角度范围)。优选地,所述视觉模块2竖直朝上或竖直朝下监控。进一步结合图2和图3,本实施例的本体3可以包括机身31和与所述机身31固定连接的基座32,所述视觉模块2设于所述基座32上。The vision module 2 is disposed on the body 3. The detection direction of the vision module 2 of the embodiment may be upward or downward. Specifically, when the pan-tilt posture correction system is located in an outdoor environment, the vision module 2 faces downward; when the pan-tilt posture correction system is located indoors, the vision module 2 may face upward or downward. The detection direction of the vision module 2 of the present embodiment is substantially parallel to the vertical direction, and the detection direction of the vision module 2 allows a smaller inclination angle relative to the vertical direction (the angle range of the inclination angle can be set according to an empirical value). Preferably, the vision module 2 is monitored vertically upwards or vertically downwards. Further, in conjunction with FIG. 2 and FIG. 3, the body 3 of the present embodiment may include a body 31 and a base 32 fixedly coupled to the body 31, and the vision module 2 is disposed on the base 32.
在一些例子中,云台通过基座32搭载在无人机、移动机器人或者其他可移动设备上。无人机、移动机器人或者其他可移动设备移动过程中,存在竖直方向的运动而影响相机(云台上的相机)画面,竖直补偿装置对该竖直方向的运动进行补偿,抵消竖直方向的运动对相机画面的影响。In some examples, the gimbal is mounted on a drone, mobile robot, or other mobile device via a cradle 32. During the movement of the drone, mobile robot or other mobile device, there is vertical motion affecting the camera (camera on the pan/tilt), and the vertical compensation device compensates for the vertical motion to cancel the vertical The effect of the direction of motion on the camera picture.
在其他一些例子中,又结合图2和图3,所述竖直补偿装置为手持装置,所述补偿装置可以包括手持部33,所述手持部33与所述机身31固定连接。用户手持所述 手持部33,从而带动所述竖直补偿装置整体移动,用户在行走的过程中,竖直方向上随着步频产生运动而影响相机画面,竖直补偿装置对该竖直方向的运动进行补偿,抵消竖直方向的运动对相机画面的影响。In other examples, in conjunction with FIGS. 2 and 3, the vertical compensating device is a handheld device, and the compensating device can include a hand portion 33 that is fixedly coupled to the body 31. The user holds the hand-held portion 33 to drive the vertical compensation device to move integrally. During the walking process, the user influences the camera picture in the vertical direction along with the step frequency, and the vertical compensation device affects the vertical direction. The motion is compensated to counteract the effects of vertical motion on the camera's picture.
需要说明的是,下述实施例中,定义机体坐标系{b}-O bx by bz b如下:坐标系原点O b为所述轴臂4连接所述云台的轴端的平面几何中心;x b轴在机身31的垂直对称面内并平行于基座32底面指向前方;y b轴垂直于机身31的垂直对称面指向机身31右方;z b轴在机身31的垂直对称面内,与x b轴垂直并指向机身31下方。 It should be noted that, in the following embodiments, the body coordinate system {b}-O b x b y b z b is defined as follows: the coordinate system origin O b is the plane geometry of the axial end of the axial arm 4 connected to the pan/tilt head. Center; the x b axis is directed in the vertical symmetry plane of the fuselage 31 and parallel to the bottom surface of the pedestal 32; the y b axis is perpendicular to the vertical symmetry plane of the fuselage 31 to the right of the fuselage 31; the z b axis is in the fuselage 31 In the vertical symmetry plane, perpendicular to the x b axis and pointing below the fuselage 31.
定义基座32坐标系{p}-O px py pz p如下:坐标系原点O p为轴臂4的中心,即轴臂4旋转中心线与机身31垂直对称面的交点;x p轴在机身31的垂直对称面内并平行于基座32底面指向前方;y p轴垂直于机身31的垂直对称面指向机身31右方;z p轴在机身31的垂直对称面内,与x p轴垂直并指向机身31下方。 Base 32 defines a coordinate system {p} -O p x p y p z p as follows: the origin of the coordinate system center axis O p arm 4, i.e. the intersection of shaft 31 rotates the arm 4 vertical symmetry plane of the center line of the fuselage; X p-axis in the vertical plane of symmetry of the body 31 and parallel to the bottom surface of the base 32 is directed forward; p Y axis perpendicular to the vertical plane of symmetry of the fuselage 31 of the body 31 pointing to the right; p vertical symmetry axis Z of the body 31 In-plane, perpendicular to the x p axis and pointing below the fuselage 31.
记相机坐标系为{c}-O cx cy cz c,导航坐标系为{n}-O nx ny nz n。导航坐标系原点O n由系统开始工作时相机坐标系原点O c在地面上的竖直投影确定,导航坐标系坐标轴由视觉模块2的输出确定。视觉模块2的输出相机坐标系{c}相对导航坐标系{n}的位姿,在一些例子中,视觉模块2输出所述竖直补偿装置的参考位置
Figure PCTCN2018084499-appb-000001
参考速度
Figure PCTCN2018084499-appb-000002
和参考姿态
Figure PCTCN2018084499-appb-000003
在另一些例子中,视觉模块2输出所述竖直补偿装置的参考位置
Figure PCTCN2018084499-appb-000004
和参考速度
Figure PCTCN2018084499-appb-000005
The camera coordinate system is {c}-O c x c y c z c , and the navigation coordinate system is {n}-O n x n y n z n . The navigation coordinate system origin O is determined by the vertical projection of the camera coordinate system origin Oc on the ground when the system starts working, and the navigation coordinate system coordinate axis is determined by the output of the vision module 2. The output camera coordinate system {c} of the vision module 2 is relative to the pose of the navigation coordinate system {n}, in some examples, the vision module 2 outputs the reference position of the vertical compensation device
Figure PCTCN2018084499-appb-000001
Reference speed
Figure PCTCN2018084499-appb-000002
And reference pose
Figure PCTCN2018084499-appb-000003
In other examples, the vision module 2 outputs a reference position of the vertical compensation device
Figure PCTCN2018084499-appb-000004
And reference speed
Figure PCTCN2018084499-appb-000005
图4为本发明实施例提供的一种云台位姿修正方法的方法流程图。所述方法的执行主体可以为竖直补偿装置中的处理器,也可以为独立设置的控制单元,并且该控制单元与竖直补偿装置中的处理器通信连接。如图4所示,所述方法可以包括如下步骤:FIG. 4 is a flowchart of a method for a pan/tilt posture correction method according to an embodiment of the present invention. The execution body of the method may be a processor in a vertical compensation device or a separately provided control unit, and the control unit is communicatively coupled to a processor in the vertical compensation device. As shown in FIG. 4, the method may include the following steps:
步骤S401:基于所述惯性测量单元1获取所述云台的第一位姿;Step S401: Acquire a first pose of the pan/tilt based on the inertial measurement unit 1;
其中,所述第一位姿可以包括所述云台的速度、位置和姿态。Wherein, the first pose may include a speed, a position and a posture of the pan/tilt.
在本实施例中,所述惯性测量单元1可以包括陀螺仪和加速度计,可选地,所述陀螺仪为三轴陀螺仪,所述加速度计为三轴加速度计。步骤S401具体包括:基于所述陀螺仪获取所述云台的角速度,基于所述加速度计获取所述云台的比力,接着,根据所述角速度和所述比力,计算所述云台的姿态、速度和位置。In this embodiment, the inertial measurement unit 1 may include a gyroscope and an accelerometer. Optionally, the gyroscope is a three-axis gyroscope, and the accelerometer is a three-axis accelerometer. Step S401 specifically includes: acquiring an angular velocity of the pan-tilt based on the gyroscope, acquiring a specific force of the pan-tilt based on the accelerometer, and then calculating, according to the angular velocity and the specific force, the pan-tilt Gesture, speed and position.
具体而言,云台姿态的更新过程包括:根据所述角速度和所述比力,设计姿态 更新公式;根据所述姿态更新公式,对所述云台的姿态进行更新。Specifically, the updating process of the pan-tilt attitude includes: designing a posture update formula according to the angular velocity and the specific force; and updating the posture of the pan-tilt according to the posture update formula.
本实施例中,姿态更新公式的设计过程如下:In this embodiment, the design process of the posture update formula is as follows:
陀螺仪的理想输出为机体坐标系{b}相对惯性系{i}的转动角速率在{b}系的投影,记为
Figure PCTCN2018084499-appb-000006
陀螺仪实际输出记为
Figure PCTCN2018084499-appb-000007
加速度计的理想输出为比力在{b}系的投影,记为f b,加速度计实际输出记为
Figure PCTCN2018084499-appb-000008
The ideal output of the gyroscope is the projection of the angular coordinate rate of the body coordinate system {b} relative to the inertial system {i} in the {b} system, recorded as
Figure PCTCN2018084499-appb-000006
The actual output of the gyroscope is recorded as
Figure PCTCN2018084499-appb-000007
The ideal output of the accelerometer is the projection of the specific force in the {b} system, denoted as f b , and the actual output of the accelerometer is recorded as
Figure PCTCN2018084499-appb-000008
采用四元数
Figure PCTCN2018084499-appb-000009
作为{n}系对{b}系的姿态表示,则无误差的理想四元数微分方程由下式确定:
Quaternion
Figure PCTCN2018084499-appb-000009
As a representation of the {b} system's attitude to the {b} system, the error-free ideal quaternion differential equation is determined by:
Figure PCTCN2018084499-appb-000010
Figure PCTCN2018084499-appb-000010
公式(1)中姿态角速率
Figure PCTCN2018084499-appb-000011
由下式确定:
Attitude angular rate in formula (1)
Figure PCTCN2018084499-appb-000011
Determined by:
Figure PCTCN2018084499-appb-000012
Figure PCTCN2018084499-appb-000012
公式(2)中
Figure PCTCN2018084499-appb-000013
由最新的姿态更新值确定,
Figure PCTCN2018084499-appb-000014
Figure PCTCN2018084499-appb-000015
分别是地球自转角速率和位置角速率。本发明实施例适用场合为低速、短距离、近地面的移动拍摄,因此
Figure PCTCN2018084499-appb-000016
Figure PCTCN2018084499-appb-000017
可近似忽略,故有
Figure PCTCN2018084499-appb-000018
在实际系统中,由于陀螺仪测量误差和导航解算误差的存在,四元数微分方程的实际解算通过下式进行:
In formula (2)
Figure PCTCN2018084499-appb-000013
Determined by the latest posture update value,
Figure PCTCN2018084499-appb-000014
with
Figure PCTCN2018084499-appb-000015
They are the angular rate of the Earth's rotation and the angular velocity of the position. The embodiment of the present invention is suitable for low speed, short distance, near ground motion shooting, therefore
Figure PCTCN2018084499-appb-000016
with
Figure PCTCN2018084499-appb-000017
Can be ignored, so there is
Figure PCTCN2018084499-appb-000018
In the actual system, due to the existence of gyroscope measurement error and navigation solution error, the actual solution of the quaternion differential equation is performed by:
Figure PCTCN2018084499-appb-000019
Figure PCTCN2018084499-appb-000019
Figure PCTCN2018084499-appb-000020
确定的实际机体坐标系记为{b′}。对式(1)所示的四元数微分方程进行离散化求解并取一阶近似,可得如下所示的四元数更新公式:
Figure PCTCN2018084499-appb-000020
The determined actual body coordinate system is denoted as {b'}. The quaternion differential equation shown in equation (1) is discretized and the first-order approximation is obtained. The quaternion update formula shown below can be obtained:
Figure PCTCN2018084499-appb-000021
Figure PCTCN2018084499-appb-000021
按照公式(4)进行姿态四元数更新得到姿态矩阵
Figure PCTCN2018084499-appb-000022
实际上建立起了捷联惯导的数学平台。
Perform attitude quaternion update according to formula (4) to obtain attitude matrix
Figure PCTCN2018084499-appb-000022
In fact, the mathematical platform of SINS is established.
进一步地,云台速度的更新过程包括:根据所述角速度和所述比力,设计速度更新公式;根据所述速度更新公式,对所述云台的速度进行更新。具体地,本发明实施例采用下式作为近似的速度更新公式:Further, the updating process of the pan/tilt speed comprises: designing a speed update formula according to the angular velocity and the specific force; and updating the speed of the pan/tilt according to the speed update formula. Specifically, the embodiment of the present invention adopts the following formula as an approximate speed update formula:
Figure PCTCN2018084499-appb-000023
Figure PCTCN2018084499-appb-000023
更进一步地,云台位置的更新过程包括:根据所述角速度和所述比力,设计位置更新公式;根据所述位置更新公式,对所述云台的位置进行更新。具体地,本发明实施例采用下式作为近似的位置更新公式:Further, the updating process of the pan/tilt position comprises: designing a location update formula according to the angular velocity and the specific force; and updating the location of the pan-tilt according to the location update formula. Specifically, the embodiment of the present invention adopts the following formula as an approximate location update formula:
Figure PCTCN2018084499-appb-000024
Figure PCTCN2018084499-appb-000024
需要说明的是,本发明实施例中的姿态更新公式、速度更新公式和位置更新公式并不限于上述实施例的设计方式。It should be noted that the posture update formula, the speed update formula, and the position update formula in the embodiment of the present invention are not limited to the design manner of the above embodiment.
步骤S402:基于所述视觉模块2获取所述竖直补偿装置的第二位姿;Step S402: Acquire a second pose of the vertical compensation device based on the vision module 2;
所述视觉模块可以包括视觉里程计,也可以为视觉惯性里程计。例如,在其中一实施例中,所述视觉模块包括视觉里程计,所述第二位姿包括所述竖直补偿装置的速度和位置。在另一实施例中,参见图5,所述视觉模块包括视觉惯性里程计,所述第二位姿包括所述竖直补偿装置的速度、位置和姿态。The vision module can include a visual odometer or a visual inertia odometer. For example, in one embodiment, the vision module includes a visual odometer that includes the speed and position of the vertical compensation device. In another embodiment, referring to FIG. 5, the vision module includes a visual inertia odometer that includes the speed, position, and attitude of the vertical compensation device.
在一些例子中,所述竖直补偿装置上还可以装设有TOF测距模块(Time of Flight Measurement,飞行时差测距),本实施例通过TOF测距模块的检测结果对视觉模块2的检测结果进行修正,具体地,所述竖直补偿装置通过TOF测距模块检测获得所述竖直补偿装置的位置,对视觉模块2获取的所述补偿装置的位置进行修正,以获得精确的竖直补偿装置的位置。In some examples, the vertical compensation device may further be equipped with a TOF ranging module (Time of Flight Measurement), and the detection of the visual module 2 by the detection result of the TOF ranging module in this embodiment. The result is corrected. Specifically, the vertical compensation device detects the position of the vertical compensation device by the TOF ranging module, and corrects the position of the compensation device acquired by the vision module 2 to obtain accurate verticality. The position of the compensation device.
在一些例子中,所视觉模块可以替换为UWB定位装置(Ultra Wideband),通过UWB定位装置对所述竖直补偿装置的位姿进行测量,本发明的惯性-UWB组合导航方式也不受电流和磁场干扰,适用于对室内外多种环境。In some examples, the visual module can be replaced with a UWB positioning device (Ultra Wideband), and the posture of the vertical compensating device is measured by the UWB positioning device, and the inertial-UWB integrated navigation method of the present invention is also free from current and Magnetic field interference is suitable for a variety of environments indoors and outdoors.
由于本实施例的视觉模块2固定在基座32上,视觉模块2直接输出的所述竖直补偿装置的参考速度和位置所在的坐标系与第一位姿所在坐标系不同,无法使用视觉模块2直接输出的所述竖直补偿装置的参考速度和参考位置作为第一位姿的参考,对第一位姿进行修正,本实施例需要对视觉模块2直接输出的所述竖直补偿装置的参考速度和参考位置均进行坐标转换,获得第二位姿,第二位姿与第一位姿在同一坐标系。Since the vision module 2 of the embodiment is fixed on the base 32, the coordinate system of the reference speed and position of the vertical compensation device directly output by the vision module 2 is different from the coordinate system of the first pose, and the vision module cannot be used. 2 directly outputting the reference speed and the reference position of the vertical compensation device as a reference for the first pose, and correcting the first pose, the embodiment requires the vertical compensation device directly output to the vision module 2 The reference speed and the reference position are coordinate-converted to obtain a second pose, and the second pose is in the same coordinate system as the first pose.
具体而言,在本实施例中,所述轴臂4或上装设有角速度传感器6,用于获取所述轴臂4的关节角。在步骤S202之前,所述方法还可以包括:基于所述角速度传感器6,获得所述轴臂4的关节角。在其他实施例中,还可以基于驱动所述轴臂4转动 电机5的关节角确定所述轴臂4的关节角。需要说明的是,本实施例对角速度传感器6的类型不作限定,可选择现有任意角速度传感器6。Specifically, in the present embodiment, the axle arm 4 or the upper side is provided with an angular velocity sensor 6 for acquiring the joint angle of the axle arm 4. Before the step S202, the method may further comprise obtaining the joint angle of the axle arm 4 based on the angular velocity sensor 6. In other embodiments, the joint angle of the axle arm 4 can also be determined based on the joint angle of the motor 5 that drives the axle arm 4. It should be noted that, in this embodiment, the type of the angular velocity sensor 6 is not limited, and any existing angular velocity sensor 6 may be selected.
本实施例的步骤S402包括:根据所述关节角,对所述视觉模块2输出的所述竖直补偿装置的参考速度进行坐标转换,获得所述竖直补偿装置的速度,再根据竖直补偿装置的速度对云台的速度进行修正即可。进一步地,步骤S402还包括:根据所述关节角,对所述视觉模块2输出的所述竖直补偿装置的参考位置进行坐标转换,获得所述竖直补偿装置的位置,再通过竖直补偿装置的位置对云台的位置进行修正。Step S402 of the embodiment includes: performing coordinate conversion on the reference speed of the vertical compensation device output by the vision module 2 according to the joint angle, obtaining the speed of the vertical compensation device, and then performing vertical compensation according to the vertical compensation The speed of the device can be corrected for the speed of the gimbal. Further, step S402 further includes: performing coordinate conversion on a reference position of the vertical compensation device output by the vision module 2 according to the joint angle, obtaining a position of the vertical compensation device, and then performing vertical compensation The position of the device corrects the position of the gimbal.
在视觉模块2包括视觉惯性里程计时,本实施例的步骤S402还包括:基于所述视觉惯性里程计输出的参考姿态,构建所述参考姿态的参考方向余弦矩阵;根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态。所述根据所述方向余弦矩阵,获得所述竖直补偿装置的姿态包括:根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态修正值;根据所述姿态修正值,获得所述竖直补偿装置的姿态。至此,可以通过该竖直装置的姿态对云台的姿态进行修正。The visual module 2 includes a visual inertial odometer. The step S402 of the embodiment further includes: constructing a reference direction cosine matrix of the reference pose based on the reference pose output by the visual inertia odometer; and according to the reference direction cosine matrix, The attitude of the vertical compensation device is obtained. Obtaining, according to the direction cosine matrix, the posture of the vertical compensation device comprises: obtaining an attitude correction value of the vertical compensation device according to the reference direction cosine matrix; and obtaining the The posture of the vertical compensation device. At this point, the attitude of the pan/tilt can be corrected by the attitude of the vertical device.
步骤S403:根据所述第二位姿,对所述第一位姿进行修正。Step S403: Correct the first pose according to the second pose.
根据上述步骤S402获得的第二位姿对上述步骤S401获得的第一位姿进行修正,即可获得云台的位姿估计值。再根据该位姿估计值控制云台的位姿,即可确保云台位姿的精确性。需要说明的是,本发明实施例中,对于三轴(偏航轴、俯仰轴、横滚轴)云台,对第一位姿进行修正,或者对云台位姿进行修正,实际是指修正云台在偏航轴、俯仰轴和/或横滚轴方向的位姿。According to the second pose obtained in the above step S402, the first pose obtained in the above step S401 is corrected, and the pose estimation value of the gimbal can be obtained. According to the pose estimation, the posture of the gimbal can be controlled to ensure the accuracy of the posture of the gimbal. It should be noted that, in the embodiment of the present invention, for the three-axis (yaw axis, pitch axis, roll axis) pan/tilt, the first pose is corrected, or the pan-tilt pose is corrected, which actually means correction. The attitude of the gimbal in the yaw axis, pitch axis and/or roll axis direction.
其中,步骤S403可采用回路反馈、最优估计或其他算法将第一位姿和第二位姿进行组合,实现惯性-视觉组合导航。在本实施例中,采用卡尔曼滤波(最优估计算法的一种)来融合第一位姿和第二位姿。以下实施例将具体说明采用卡尔曼滤波的融合第一位姿和第二位姿的实现过程。Wherein, step S403 can combine the first pose and the second pose by loop feedback, optimal estimation or other algorithms to realize inertial-visual combined navigation. In the present embodiment, Kalman filtering (one of the optimal estimation algorithms) is employed to fuse the first pose and the second pose. The following embodiment will specifically illustrate the implementation process of merging the first pose and the second pose using Kalman filtering.
在本实施例中,步骤S401还包括:基于所述陀螺仪获取所述云台的角速度,基于所述加速度计获取所述云台的比力;接着,根据所述角速度和所述比力,计算所述第一位姿的误差。具体地,所述根据所述角速度和所述比力,计算所述第一位姿的误差包括:根据所述角速度和所述比力,构建所述第一位姿的姿态误差、速度误差和位置误差,根据所述姿态误差、速度误差和位置误差,计算所述第一位姿的误差。In this embodiment, step S401 further includes: acquiring an angular velocity of the pan-tilt based on the gyroscope, acquiring a specific force of the pan-tilt based on the accelerometer; and then, according to the angular velocity and the specific force, Calculating the error of the first pose. Specifically, calculating the error of the first pose according to the angular velocity and the specific force comprises: constructing an attitude error, a velocity error, and the first pose according to the angular velocity and the specific force The position error is calculated based on the attitude error, the velocity error, and the position error, and the error of the first pose is calculated.
进一步地,步骤S403具体包括:对所述第一位姿的误差近似处理,获得卡尔 曼滤波器;将所述第二位姿作为观测值,经所述卡尔曼滤器波获得修正值;根据所述修正值,对所述第一位姿进行修正,实现对云台在竖直方向的位姿的修正。本实施例中,对所述第一位姿的误差近似处理是指去掉所述第一位姿的误差中影响较小的误差项。Further, step S403 specifically includes: approximating the error of the first pose, obtaining a Kalman filter; using the second pose as an observation value, obtaining a correction value through the Kalman filter wave; The correction value is corrected, and the first pose is corrected to correct the pose of the gimbal in the vertical direction. In this embodiment, the error approximation processing for the first pose is to remove the error term having less influence among the errors of the first pose.
在一具体实施例中,参见图5,本实施例的云台的适用场合为低速、短距离、近地面的移动拍摄。陀螺仪的测量误差模型为:In a specific embodiment, referring to FIG. 5, the application of the pan/tilt in this embodiment is a low speed, short distance, near ground motion photography. The measurement error model of the gyroscope is:
Figure PCTCN2018084499-appb-000025
Figure PCTCN2018084499-appb-000025
其中,n r为陀螺仪测量噪声,并假设n r为高斯白噪声;b为陀螺仪零偏,并假设为
Figure PCTCN2018084499-appb-000026
形式的随机游走过程,其中n w为高斯白噪声。用
Figure PCTCN2018084499-appb-000027
表示陀螺仪零偏估计,认为
Figure PCTCN2018084499-appb-000028
是常值零偏,则
Figure PCTCN2018084499-appb-000029
根据该陀螺仪的测量误差模型获得:
Figure PCTCN2018084499-appb-000030
Figure PCTCN2018084499-appb-000031
Where n r is the gyro measurement noise, and assumes that n r is Gaussian white noise; b is the gyro bias, and is assumed to be
Figure PCTCN2018084499-appb-000026
A form of random walk, where n w is Gaussian white noise. use
Figure PCTCN2018084499-appb-000027
Indicates the gyro bias estimation, think
Figure PCTCN2018084499-appb-000028
Is a constant zero offset, then
Figure PCTCN2018084499-appb-000029
According to the measurement error model of the gyroscope, it is obtained:
Figure PCTCN2018084499-appb-000030
Figure PCTCN2018084499-appb-000031
进一步,定义陀螺仪零偏误差为:Further, the gyro zero offset error is defined as:
Figure PCTCN2018084499-appb-000032
Figure PCTCN2018084499-appb-000032
Figure PCTCN2018084499-appb-000033
then
Figure PCTCN2018084499-appb-000033
定义姿态解算的状态量为
Figure PCTCN2018084499-appb-000034
根据四元数微分方程和陀螺仪测量误差模型有:
Define the state quantity of the attitude solution as
Figure PCTCN2018084499-appb-000034
According to the quaternion differential equation and the gyroscope measurement error model are:
Figure PCTCN2018084499-appb-000035
Figure PCTCN2018084499-appb-000035
对于状态估计量获得:For state estimators:
Figure PCTCN2018084499-appb-000036
Figure PCTCN2018084499-appb-000036
结合上述公式,姿态误差方程的计算过程如下:Combined with the above formula, the calculation process of the attitude error equation is as follows:
Figure PCTCN2018084499-appb-000037
表示
Figure PCTCN2018084499-appb-000038
引起的误差四元数,根据四元数乘法获得:
use
Figure PCTCN2018084499-appb-000037
Express
Figure PCTCN2018084499-appb-000038
The resulting error quaternion is obtained from the quaternion multiplication:
Figure PCTCN2018084499-appb-000039
Figure PCTCN2018084499-appb-000039
公式(9)对时间求导,并根据姿态解算系统的状态方程可得:Equation (9) derives the time and obtains the state equation of the system according to the attitude:
Figure PCTCN2018084499-appb-000040
Figure PCTCN2018084499-appb-000040
考虑陀螺仪测量误差模型(7),公式(10)可写为:Considering the gyroscope measurement error model (7), the formula (10) can be written as:
Figure PCTCN2018084499-appb-000041
Figure PCTCN2018084499-appb-000041
Figure PCTCN2018084499-appb-000042
Figure PCTCN2018084499-appb-000042
记φ为{b′}系相对{b}系的姿态角偏差并认为φ是小角度,则
Figure PCTCN2018084499-appb-000043
的近似表达式为
Figure PCTCN2018084499-appb-000044
带入公式(11)可得:
Note that φ is the {b′} system relative to the {b} system's attitude angle deviation and that φ is a small angle, then
Figure PCTCN2018084499-appb-000043
The approximate expression is
Figure PCTCN2018084499-appb-000044
Bring into formula (11) to get:
Figure PCTCN2018084499-appb-000045
Figure PCTCN2018084499-appb-000045
则姿态误差的状态方程为:Then the equation of state of the attitude error is:
Figure PCTCN2018084499-appb-000046
Figure PCTCN2018084499-appb-000046
进一步地,速度误差的计算过程:Further, the calculation process of the speed error:
根据比力方程,无误差的理想速度值根据如下微分方程确定:According to the force equation, the error-free ideal velocity value is determined according to the following differential equation:
Figure PCTCN2018084499-appb-000047
Figure PCTCN2018084499-appb-000047
其中,g n表示重力加速度在导航坐标系的表示。由于本发明实施例适用场合为低速、短距离、近地面的移动拍摄,因此
Figure PCTCN2018084499-appb-000048
Figure PCTCN2018084499-appb-000049
可近似忽略,故近似的速度误差计算公式如下:
Where g n represents the representation of the gravitational acceleration in the navigational coordinate system. Since the embodiment of the present invention is suitable for low speed, short distance, near ground motion shooting,
Figure PCTCN2018084499-appb-000048
with
Figure PCTCN2018084499-appb-000049
Can be ignored, so the approximate speed error is calculated as follows:
Figure PCTCN2018084499-appb-000050
Figure PCTCN2018084499-appb-000050
其中,
Figure PCTCN2018084499-appb-000051
表示加速度计零偏在导航坐标系的投影。
among them,
Figure PCTCN2018084499-appb-000051
Indicates the projection of the accelerometer zero offset in the navigation coordinate system.
进一步地,位置误差的计算过程:Further, the calculation process of the position error:
与常规组合导航使用经纬度描述位置不同,本发明实施例使用视觉导航进行位置测量,且适用场合为近地面短距离运动,因此可使用公式(15)所示的距离形式的位置误差方程:Different from the conventional combined navigation using the latitude and longitude description position, the embodiment of the present invention uses visual navigation for position measurement, and the applicable occasion is near-ground short-distance motion, so the position error equation of the distance form shown by the formula (15) can be used:
Figure PCTCN2018084499-appb-000052
Figure PCTCN2018084499-appb-000052
综合姿态误差、速度误差以及位置误差的计算公式可得第一位姿的误差(即组合导航系统误差方程):The calculation formula of the integrated attitude error, velocity error and position error can obtain the error of the first pose (ie the combined navigation system error equation):
Figure PCTCN2018084499-appb-000053
Figure PCTCN2018084499-appb-000053
其中,系统状态量X为:Among them, the system state quantity X is:
Figure PCTCN2018084499-appb-000054
Figure PCTCN2018084499-appb-000054
状态转移矩阵F为:The state transition matrix F is:
Figure PCTCN2018084499-appb-000055
Figure PCTCN2018084499-appb-000055
其中,
Figure PCTCN2018084499-appb-000056
Figure PCTCN2018084499-appb-000057
的反对称矩阵,
Figure PCTCN2018084499-appb-000058
Figure PCTCN2018084499-appb-000059
的反对称矩阵。
among them,
Figure PCTCN2018084499-appb-000056
for
Figure PCTCN2018084499-appb-000057
Opposition matrix
Figure PCTCN2018084499-appb-000058
for
Figure PCTCN2018084499-appb-000059
Opposition matrix.
系统噪声向量w为:The system noise vector w is:
w=[n r n w n a] T w=[n r n w n a ] T
其中,n r为陀螺仪噪声,n w为陀螺仪随机游走噪声,n a为加速度计噪声。 Where n r is the gyro noise, n w is the gyro random walk noise, and n a is the accelerometer noise.
噪声分配矩阵G为:The noise distribution matrix G is:
Figure PCTCN2018084499-appb-000060
Figure PCTCN2018084499-appb-000060
对式(16)进行离散化并取一阶近似,得到离散化的第一位姿的误差计算公式,利用该离散化的第一位姿的误差计算公式设计卡尔曼滤波器。The equation (16) is discretized and the first-order approximation is obtained, and the discretized first pose error calculation formula is obtained. The Kalman filter is designed by using the discretized first pose error calculation formula.
更进一步地,在本实施例中,视觉模块2包括视觉惯性里程计,本实施例是根据视觉惯性里程计的输出结果设计上述卡尔曼滤波器的观测值的,具体设计过程如下:Further, in the embodiment, the vision module 2 includes a visual inertia odometer. In this embodiment, the observation value of the Kalman filter is designed according to the output result of the visual inertia odometer. The specific design process is as follows:
视觉惯性里程计输出的参考姿态为
Figure PCTCN2018084499-appb-000061
参考方向余弦矩阵为
Figure PCTCN2018084499-appb-000062
本实施例采用视觉惯性里程计输出的参考航向作为组合导航系统的航向观测,并认为{b}系和{c}系航向完全对齐。
The reference attitude of the visual inertia odometer output is
Figure PCTCN2018084499-appb-000061
The reference direction cosine matrix is
Figure PCTCN2018084499-appb-000062
In this embodiment, the reference heading outputted by the visual inertial odometer is used as the heading observation of the integrated navigation system, and it is considered that the {b} system and the {c} system are completely aligned.
设导航坐标系{n}三个轴向的正单位向量分别为:Let the three coordinate positive unit vectors of the navigation coordinate system {n} be:
Figure PCTCN2018084499-appb-000063
Figure PCTCN2018084499-appb-000063
则航向参考向量在{b}系的投影(即{b}系x方向的参考向量)
Figure PCTCN2018084499-appb-000064
为:
Then the projection of the heading reference vector in the {b} system (ie, {b} is the reference vector in the x direction)
Figure PCTCN2018084499-appb-000064
for:
Figure PCTCN2018084499-appb-000065
Figure PCTCN2018084499-appb-000065
根据比力方程,完全静止时重力参考向量在{b}系的单位投影(即{b}系z方向的参考向量)
Figure PCTCN2018084499-appb-000066
为:
According to the force equation, the unity projection of the gravity reference vector in the {b} system when it is completely at rest (ie, {b} is the reference vector in the z direction)
Figure PCTCN2018084499-appb-000066
for:
Figure PCTCN2018084499-appb-000067
Figure PCTCN2018084499-appb-000067
根据坐标系的正交关系,由
Figure PCTCN2018084499-appb-000068
Figure PCTCN2018084499-appb-000069
可以得到{b}系y方向的参考向量
Figure PCTCN2018084499-appb-000070
Figure PCTCN2018084499-appb-000071
Figure PCTCN2018084499-appb-000072
构建参考姿态的方向余弦矩阵如下:
According to the orthogonal relationship of the coordinate system,
Figure PCTCN2018084499-appb-000068
with
Figure PCTCN2018084499-appb-000069
Can get the {b} y direction reference vector
Figure PCTCN2018084499-appb-000070
by
Figure PCTCN2018084499-appb-000071
Figure PCTCN2018084499-appb-000072
The direction cosine matrix of the reference pose is constructed as follows:
Figure PCTCN2018084499-appb-000073
Figure PCTCN2018084499-appb-000073
Figure PCTCN2018084499-appb-000074
可得参考姿态四元数
Figure PCTCN2018084499-appb-000075
则姿态修正四元数为:
by
Figure PCTCN2018084499-appb-000074
Reference attitude quaternion
Figure PCTCN2018084499-appb-000075
Then the posture correction quaternion is:
Figure PCTCN2018084499-appb-000076
Figure PCTCN2018084499-appb-000076
公式(20)中
Figure PCTCN2018084499-appb-000077
为当前最新的姿态四元数估计值。小角度条件下,根据上式可得姿态修正的观测量如下:
In formula (20)
Figure PCTCN2018084499-appb-000077
Estimate the quaternion for the current state of the pose. Under small angle conditions, the observation of the attitude correction according to the above formula is as follows:
Figure PCTCN2018084499-appb-000078
Figure PCTCN2018084499-appb-000078
其中,
Figure PCTCN2018084499-appb-000079
Figure PCTCN2018084499-appb-000080
均为误差四元数。
among them,
Figure PCTCN2018084499-appb-000079
with
Figure PCTCN2018084499-appb-000080
All are error quaternions.
本实施例的姿态修正的观测方程为:The observation equation of the attitude correction of this embodiment is:
Figure PCTCN2018084499-appb-000081
Figure PCTCN2018084499-appb-000081
其中,v φ为姿态观测噪声。 Where v φ is the attitude observation noise.
其中,H φ=[I 3×3 0 3×12],v φ=[v φx v φy v φz] TWhere H φ = [I 3 × 3 0 3 × 12 ], v φ = [v φx v φy v φz ] T .
将公式(22)作为卡尔曼滤波器的姿态观测方程,经过卡尔曼滤波器输出的姿态修正值
Figure PCTCN2018084499-appb-000082
利用
Figure PCTCN2018084499-appb-000083
对公式(4)得到的云台的姿态更新值进行修正,即可得到修正后的姿态输出,实现对云台姿态的修正。
Equation (22) is used as the attitude observation equation of the Kalman filter, and the attitude correction value is output through the Kalman filter.
Figure PCTCN2018084499-appb-000082
use
Figure PCTCN2018084499-appb-000083
By correcting the attitude update value of the pan/tilt obtained in equation (4), the corrected attitude output can be obtained, and the posture of the pan/tilt can be corrected.
视觉惯性里程计输出的速度、位置向量
Figure PCTCN2018084499-appb-000084
为相机坐标系{c}相对{n}系的速度和位置,在此需要得到{b}系的速度和位置观测。本实施例不考虑机械误差,在轴臂4旋转的过程中,轴臂4的平行四边形机构保证了轴端平面始终平行于基座32底面,因此{b}系和{p}系之间只存在平移运动。
Speed, position vector of visual inertia odometer output
Figure PCTCN2018084499-appb-000084
For the speed and position of the camera coordinate system {c} relative to the {n} system, it is necessary to obtain the speed and position observation of the {b} system. This embodiment does not consider mechanical errors. During the rotation of the axle arm 4, the parallelogram mechanism of the axle arm 4 ensures that the plane of the shaft end is always parallel to the bottom surface of the base 32, so that only between the {b} system and the {p} system There is a translational motion.
根据视觉惯性里程计的输出以及机械结构的几何和动力学传递关系,求解轴臂4的参考速度V r n、参考位置P r n,具体公式如下: According to the output of the visual inertia odometer and the geometric and dynamic transmission relationship of the mechanical structure, the reference velocity V r n of the axle arm 4 and the reference position P r n are solved. The specific formula is as follows:
Figure PCTCN2018084499-appb-000085
Figure PCTCN2018084499-appb-000085
Figure PCTCN2018084499-appb-000086
Figure PCTCN2018084499-appb-000086
其中,
Figure PCTCN2018084499-appb-000087
是{p}系到{n}系的方向余弦矩阵,ΔP p是O b到O c的相对位置向量在{p}系中的投影,ΔV p是O b到O c的相对速度向量在{p}系中的投影。定义[O x O y O z] T为{p}系中表示的O c到O p的位置偏移向量;定义轴臂4的关节角度为α,轴臂4与基座32地面平行时α=0,规定逆时针方向为正方向;定义轴臂4长度L为轴臂4的旋转中心线到轴端(即轴臂4连接云台的一端)的长度,则ΔP p按如下公式计算:
among them,
Figure PCTCN2018084499-appb-000087
Is {p} line to {n} direction based cosine matrix, ΔP p is O b relative position vector to O c projected {p} lines, ΔV p is O b to O c relative velocity vector { p} Projection in the system. The definition [O x O y O z ] T is the positional offset vector of O c to O p represented in the {p} system; the joint angle defining the axial arm 4 is α, and when the axial arm 4 is parallel to the ground of the base 32 α =0, the counterclockwise direction is defined as the positive direction; the length L of the axial arm 4 is defined as the length from the rotation center line of the shaft arm 4 to the shaft end (ie, the end of the shaft arm 4 connected to the pan/tilt), and ΔP p is calculated as follows:
Figure PCTCN2018084499-appb-000088
Figure PCTCN2018084499-appb-000088
ΔV p按如下公式计算: ΔV p is calculated as follows:
Figure PCTCN2018084499-appb-000089
Figure PCTCN2018084499-appb-000089
根据式(23)、式(24)得到的参考速度向量V r n和参考位置向量P r n,由此获得 组合导航系统的速度观测方程和位置观测方程,分别为: According to the reference velocity vector V r n obtained by the equations (23) and (24) and the reference position vector P r n , the velocity observation equation and the position observation equation of the integrated navigation system are obtained, respectively:
Figure PCTCN2018084499-appb-000090
Figure PCTCN2018084499-appb-000090
Figure PCTCN2018084499-appb-000091
Figure PCTCN2018084499-appb-000091
其中:H φ=[0 3×3 I 3×3 0 3×9],v V=[v Vx v Vy v Vz] TWhere: H φ = [0 3 × 3 I 3 × 3 0 3 × 9 ], v V = [v Vx v Vy v Vz ] T ;
H P=[0 3×6 I 3×3 0 3×6],v P=[v Px v Py v Pz] TH P =[0 3×6 I 3×3 0 3×6 ], v P =[v Px v Py v Pz ] T ;
v V为速度观测噪声,H P为位置观测噪声。 v V is the velocity observation noise, and H P is the position observation noise.
将公式(27)作为卡尔曼滤波器的速度观测方程,经过卡尔曼滤波器输出速度修正值,利用速度修正值对公式(5)得到的云台的速度更新值进行修正,即可得到修正后的速度输出,实现对云台速度的修正。并且,将公式(28)作为卡尔曼滤波器的位置观测方程,经过卡尔曼滤波器输出位置修正值,利用位置修正值对公式(6)得到的云台的位置更新值进行修正,即可得到修正后的位置输出,实现对云台位置的修正。The formula (27) is used as the velocity observation equation of the Kalman filter. After the Kalman filter output speed correction value is used, the speed update value of the pan/tilt obtained by the formula (5) is corrected by the speed correction value, and the corrected value can be obtained. The speed output is used to correct the speed of the gimbal. Further, the equation (28) is used as the position observation equation of the Kalman filter, and the position correction value of the pan/tilt obtained by the formula (6) is corrected by the position correction value through the Kalman filter output position correction value. Corrected position output to correct the position of the gimbal.
本发明实施例采用惯性-视觉组合导航方式,基于视觉模块2获得的第二姿态对基于惯性测量单元1获得的第一姿态进行修正,得到满足控制带宽及精度要求的位姿,本发明的惯性-视觉组合导航方式不受电流和磁场干扰,适用于对室内外多种环境。The embodiment of the present invention adopts an inertial-visual combined navigation method, and corrects the first posture obtained by the inertial measurement unit 1 based on the second posture obtained by the visual module 2, and obtains a posture satisfying the control bandwidth and the accuracy requirement, and the inertia of the present invention. - Vision combined navigation is immune to current and magnetic fields and is suitable for indoor and outdoor environments.
结合图1至图3,本发明实施例还提供一种云台位姿修正装置,该装置可以包括与云台相连接的竖直补偿装置、装设于所述竖直补偿装置上的视觉模块2和装设于所述竖直补偿装置上的惯性测量单元1,所述竖直补偿装置用于补偿所述云台沿竖直方向的移动,所述视觉模块2和所述惯性测量单元1均与所述竖直补偿装置电连接。With reference to FIG. 1 to FIG. 3, an embodiment of the present invention further provides a pan/tilt posture correction device, which may include a vertical compensation device connected to the pan/tilt head, and a vision module installed on the vertical compensation device. 2 and an inertial measurement unit 1 mounted on the vertical compensation device, the vertical compensation device is for compensating for movement of the pan/tilt in a vertical direction, and the visual module 2 and the inertial measurement unit 1 are both It is electrically connected to the vertical compensation device.
所述竖直补偿装置用于,基于所述惯性测量单元1获取所述云台的第一位姿;基于所述视觉模块2获取所述竖直补偿装置的第二位姿;并根据所述第二位姿,对所述第一位姿进行修正。The vertical compensation device is configured to acquire a first pose of the pan/tilt based on the inertial measurement unit 1; acquire a second pose of the vertical compensation device based on the vision module 2; In the second pose, the first pose is corrected.
进一步地,所述竖直补偿装置包括本体3和用于连接所述云台的轴臂4,所述轴臂4转动,能够补偿所述云台沿竖直方向的移动;所述惯性测量单元1设于所述轴臂4上,所述视觉模块2设于所述本体3上。Further, the vertical compensation device includes a body 3 and a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 is rotated to compensate movement of the pan/tilt in a vertical direction; the inertial measurement unit 1 is disposed on the axle arm 4, and the vision module 2 is disposed on the body 3.
进一步地,所述视觉模块2包括视觉里程计,所述第二位姿包括所述竖直补偿装置的速度和位置。Further, the vision module 2 includes a visual odometer that includes the speed and position of the vertical compensation device.
进一步地,所述视觉模块2包括视觉惯性里程计,所述第二位姿包括所述竖直 补偿装置的速度、位置和姿态。Further, the vision module 2 includes a visual inertia odometer that includes the speed, position, and attitude of the vertical compensation device.
进一步地,所述竖直补偿装置包括用于连接所述云台的轴臂4,所述轴臂4转动,补偿所述云台沿竖直方向的移动,所述轴臂4上装设有角速度传感器6;所述竖直补偿装置用于,基于所述角速度传感器6,获得所述轴臂4的关节角。Further, the vertical compensation device includes a shaft arm 4 for connecting the pan/tilt, the shaft arm 4 rotates to compensate for movement of the pan/tilt head in a vertical direction, and the arm arm 4 is provided with an angular velocity a sensor 6; the vertical compensating means for obtaining an articulation angle of the axle arm 4 based on the angular velocity sensor 6.
进一步地,所述第一位姿包括所述云台的速度;所述竖直补偿装置用于,根据所述关节角,对所述视觉模块2输出的所述竖直补偿装置的参考速度进行坐标转换,获得所述竖直补偿装置的速度。Further, the first pose includes a speed of the pan/tilt; the vertical compensation device is configured to perform a reference speed of the vertical compensation device output by the vision module 2 according to the joint angle Coordinate transformation to obtain the speed of the vertical compensation device.
进一步地,所述第一位姿包括所述云台的位置;所述竖直补偿装置用于,根据所述关节角,对所述视觉模块2输出的所述竖直补偿装置的参考位置进行坐标转换,获得所述竖直补偿装置的位置。Further, the first pose includes a position of the pan/tilt; the vertical compensation device is configured to perform, according to the joint angle, a reference position of the vertical compensation device output by the vision module 2 Coordinate transformation to obtain the position of the vertical compensation device.
进一步地,所述竖直补偿装置用于,基于所述视觉惯性里程计输出的参考姿态,构建所述参考姿态的参考方向余弦矩阵;根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态。Further, the vertical compensation device is configured to construct a reference direction cosine matrix of the reference posture based on a reference posture output by the visual inertia odometer; and obtain the vertical compensation device according to the reference direction cosine matrix Gesture.
进一步地,所述竖直补偿装置用于,根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态修正值;根据所述姿态修正值,获得所述竖直补偿装置的姿态。Further, the vertical compensation device is configured to obtain an attitude correction value of the vertical compensation device according to the reference direction cosine matrix; and obtain a posture of the vertical compensation device according to the posture correction value.
进一步地,所述第一位姿包括所述云台的速度、位置和姿态。Further, the first pose includes a speed, a position, and a posture of the pan/tilt.
进一步地,所述惯性测量单元1包括陀螺仪和加速度计;所述竖直补偿装置用于,基于所述陀螺仪获取所述云台的角速度;基于所述加速度计获取所述云台的比力;根据所述角速度和所述比力,计算所述云台的姿态、速度和位置。Further, the inertial measurement unit 1 includes a gyroscope and an accelerometer; the vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope; and acquire a ratio of the gimbal based on the accelerometer a force; calculating a posture, a speed, and a position of the pan/tilt according to the angular velocity and the specific force.
进一步地,所述竖直补偿装置用于,根据所述角速度和所述比力,设计姿态更新公式;根据所述姿态更新公式,对所述云台的姿态进行更新。Further, the vertical compensation device is configured to design a posture update formula according to the angular velocity and the specific force; and update the posture of the pan/tilt according to the posture update formula.
进一步地,所述竖直补偿装置用于,根据所述角速度和所述比力,设计速度更新公式;根据所述速度更新公式,对所述云台的速度进行更新。Further, the vertical compensation device is configured to design a speed update formula according to the angular velocity and the specific force; and update the speed of the pan/tilt according to the speed update formula.
进一步地,所述竖直补偿装置用于,根据所述角速度和所述比力,设计位置更新公式;根据所述位置更新公式,对所述云台的位置进行更新。Further, the vertical compensation device is configured to design a position update formula according to the angular velocity and the specific force; and update the position of the pan/tilt according to the position update formula.
进一步地,所述惯性测量单元1包括陀螺仪和加速度计;所述竖直补偿装置用于,基于所述陀螺仪获取所述云台的角速度;基于所述加速度计获取所述云台的比力;根据所述角速度和所述比力,计算所述第一位姿的误差。Further, the inertial measurement unit 1 includes a gyroscope and an accelerometer; the vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope; and acquire a ratio of the gimbal based on the accelerometer a force; calculating an error of the first pose based on the angular velocity and the specific force.
进一步地,所述竖直补偿装置用于,根据所述角速度和所述比力,构建所述第一位姿的姿态误差、速度误差和位置误差;根据所述姿态误差、速度误差和位置误差,计算所述第一位姿的误差。Further, the vertical compensation device is configured to construct an attitude error, a speed error, and a position error of the first pose according to the angular velocity and the specific force; according to the attitude error, the velocity error, and the position error Calculating the error of the first pose.
进一步地,所述竖直补偿装置用于,对所述第一位姿的误差近似处理,获得卡尔曼滤波器;将所述第二位姿作为观测值,经所述卡尔曼滤器波获得修正值;根据所述修正值,对所述第一位姿进行修正。Further, the vertical compensation device is configured to approximate the error of the first pose, obtain a Kalman filter, and use the second pose as an observation value to be corrected by the Kalman filter wave. a value; the first pose is corrected according to the correction value.
对于装置实施例而言,由于其基本对应于方法实施例,所以相关之处参见方法实施例的部分说明即可。以上所描述的装置实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性劳动的情况下,即可以理解并实施。For the device embodiment, since it basically corresponds to the method embodiment, reference may be made to the partial description of the method embodiment. The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separate, and the components displayed as units may or may not be physical units, ie may be located A place, or it can be distributed to multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the embodiment. Those of ordinary skill in the art can understand and implement without any creative effort.
需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should be noted that, in this context, relational terms such as first and second are used merely to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply such entities or operations. There is any such actual relationship or order between them. The terms "including", "comprising" or "comprising" or "comprising" are intended to include a non-exclusive inclusion, such that a process, method, article, or device that comprises a plurality of elements includes not only those elements but also other items not specifically listed Elements, or elements that are inherent to such a process, method, item, or device. An element that is defined by the phrase "comprising a ..." does not exclude the presence of additional equivalent elements in the process, method, item, or device that comprises the element.
以上对本发明实施例所提供的云台位姿修正方法和装置进行了详细介绍,本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。The method and apparatus for correcting the posture of the pan-tilt provided by the embodiments of the present invention are described in detail above. The principles and embodiments of the present invention are described in the following. The description of the above embodiments is only used to help understand the present invention. The method of the invention and its core idea; at the same time, for the person of ordinary skill in the art, according to the idea of the present invention, there are some changes in the specific embodiment and the scope of application. In summary, the content of the specification should not be understood. To limit the invention.

Claims (34)

  1. 一种云台位姿修正方法,其特征在于,云台与竖直补偿装置连接,所述竖直补偿装置补偿所述云台沿竖直方向的移动,所述竖直补偿装置上装设有视觉模块和惯性测量单元,所述方法包括:A pan/tilt posture correction method, characterized in that a pan/tilt head is connected to a vertical compensation device, the vertical compensation device compensates movement of the pan/tilt head in a vertical direction, and the vertical compensation device is provided with a vision a module and an inertial measurement unit, the method comprising:
    基于所述惯性测量单元获取所述云台的第一位姿;Acquiring the first pose of the pan/tilt based on the inertial measurement unit;
    基于所述视觉模块获取所述竖直补偿装置的第二位姿;Acquiring a second pose of the vertical compensation device based on the vision module;
    根据所述第二位姿,对所述第一位姿进行修正。The first pose is corrected according to the second pose.
  2. 根据权利要求1所述的方法,其特征在于,所述竖直补偿装置包括本体和用于连接所述云台的轴臂,所述轴臂转动,能够补偿所述云台沿竖直方向的移动;The method according to claim 1, wherein said vertical compensating means comprises a body and a shaft arm for connecting said pan/tilt, said arm arm rotating to compensate said pan/tilt in a vertical direction mobile;
    所述惯性测量单元设于所述轴臂上,所述视觉模块设于所述本体上。The inertial measurement unit is disposed on the axle arm, and the vision module is disposed on the body.
  3. 根据权利要求1所述的方法,其特征在于,所述视觉模块包括视觉里程计,所述第二位姿包括所述竖直补偿装置的速度和位置。The method of claim 1 wherein said vision module comprises a visual odometer, said second pose comprising a speed and a position of said vertical compensation device.
  4. 根据权利要求1所述的方法,其特征在于,所述视觉模块包括视觉惯性里程计,所述第二位姿包括所述竖直补偿装置的速度、位置和姿态。The method of claim 1 wherein said vision module comprises a visual inertia odometer, said second pose comprising a speed, a position and a pose of said vertical compensation device.
  5. 根据权利要求3或4所述的方法,其特征在于,所述竖直补偿装置包括用于连接所述云台的轴臂,所述轴臂转动,补偿所述云台沿竖直方向的移动,所述轴臂上装设有角速度传感器;The method according to claim 3 or 4, wherein said vertical compensating means comprises a shaft arm for connecting said pan/tilt, said arm arm rotating to compensate for movement of said pan/tilt head in a vertical direction An angular velocity sensor is mounted on the axle arm;
    所述基于所述视觉模块获取所述竖直补偿装置的第二位姿前,包括:Before the obtaining, by the vision module, the second pose of the vertical compensation device, the method includes:
    基于所述角速度传感器,获得所述轴臂的关节角。Based on the angular velocity sensor, the joint angle of the axle arm is obtained.
  6. 根据权利要求5所述的方法,其特征在于,所述第一位姿包括所述云台的速度;The method of claim 5 wherein said first pose comprises a speed of said pan/tilt;
    所述基于所述视觉模块获取所述竖直补偿装置的第二位姿,包括:The acquiring the second pose of the vertical compensation device based on the vision module includes:
    根据所述关节角,对所述视觉模块输出的所述竖直补偿装置的参考速度进行坐标转换,获得所述竖直补偿装置的速度。And performing coordinate conversion on a reference speed of the vertical compensation device output by the vision module according to the joint angle to obtain a speed of the vertical compensation device.
  7. 根据权利要求5所述的方法,其特征在于,所述第一位姿包括所述云台的位置;The method according to claim 5, wherein said first pose comprises a position of said pan/tilt;
    所述基于所述视觉模块获取所述竖直补偿装置的第二位姿,包括:The acquiring the second pose of the vertical compensation device based on the vision module includes:
    根据所述关节角,对所述视觉模块输出的所述竖直补偿装置的参考位置进行坐标转换,获得所述竖直补偿装置的位置。And performing coordinate conversion on a reference position of the vertical compensation device output by the vision module according to the joint angle to obtain a position of the vertical compensation device.
  8. 根据权利要求4所述的方法,其特征在于,所述基于所述视觉模块获取所述竖直补偿装置的第二位姿,包括:The method according to claim 4, wherein the acquiring the second pose of the vertical compensation device based on the vision module comprises:
    基于所述视觉惯性里程计输出的参考姿态,构建所述参考姿态的参考方向余弦矩阵;Constructing a reference direction cosine matrix of the reference pose based on a reference pose output by the visual inertia odometer;
    根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态。A posture of the vertical compensation device is obtained according to the reference direction cosine matrix.
  9. 根据权利要求8所述的方法,其特征在于,所述根据所述方向余弦矩阵,获得所述竖直补偿装置的姿态,包括:The method according to claim 8, wherein the obtaining the posture of the vertical compensation device according to the direction cosine matrix comprises:
    根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态修正值;Obtaining an attitude correction value of the vertical compensation device according to the reference direction cosine matrix;
    根据所述姿态修正值,获得所述竖直补偿装置的姿态。Based on the attitude correction value, the attitude of the vertical compensation device is obtained.
  10. 根据权利要求1所述的方法,其特征在于,所述第一位姿包括所述云台的速度、位置和姿态。The method of claim 1 wherein said first pose comprises a speed, a position and a pose of said pan/tilt.
  11. 根据权利要求10所述的方法,其特征在于,所述惯性测量单元包括陀螺仪和加速度计;The method of claim 10 wherein said inertial measurement unit comprises a gyroscope and an accelerometer;
    所述基于所述惯性测量单元获取所述云台的第一位姿,包括:The acquiring the first pose of the pan/tilt based on the inertial measurement unit comprises:
    基于所述陀螺仪获取所述云台的角速度;Obtaining an angular velocity of the pan/tilt based on the gyroscope;
    基于所述加速度计获取所述云台的比力;Obtaining a specific force of the pan/tilt based on the accelerometer;
    根据所述角速度和所述比力,计算所述云台的姿态、速度和位置。The attitude, speed, and position of the pan/tilt are calculated based on the angular velocity and the specific force.
  12. 根据权利要求11所述的方法,其特征在于,所述根据所述角速度,计算所述云台的姿态、速度和位置,包括:The method according to claim 11, wherein the calculating the attitude, speed and position of the pan/tilt according to the angular velocity comprises:
    根据所述角速度和所述比力,设计姿态更新公式;Designing a posture update formula according to the angular velocity and the specific force;
    根据所述姿态更新公式,对所述云台的姿态进行更新。The posture of the pan/tilt is updated according to the gesture update formula.
  13. 根据权利要求11所述的方法,其特征在于,所述根据所述角速度和所述比力,计算所述云台的姿态、速度和位置,包括:The method according to claim 11, wherein the calculating the attitude, speed and position of the gimbal according to the angular velocity and the specific force comprises:
    根据所述角速度和所述比力,设计速度更新公式;Designing a speed update formula according to the angular velocity and the specific force;
    根据所述速度更新公式,对所述云台的速度进行更新。The speed of the pan/tilt is updated according to the speed update formula.
  14. 根据权利要求11所述的方法,其特征在于,所述根据所述角速度和所述比力,计算所述云台的姿态、速度和位置,包括:The method according to claim 11, wherein the calculating the attitude, speed and position of the gimbal according to the angular velocity and the specific force comprises:
    根据所述角速度和所述比力,设计位置更新公式;Designing a position update formula according to the angular velocity and the specific force;
    根据所述位置更新公式,对所述云台的位置进行更新。The location of the pan/tilt is updated according to the location update formula.
  15. 根据权利要求10所述的方法,其特征在于,所述惯性测量单元包括陀螺仪和加速度计;The method of claim 10 wherein said inertial measurement unit comprises a gyroscope and an accelerometer;
    所述基于所述惯性测量单元获取所述云台的第一位姿,包括:The acquiring the first pose of the pan/tilt based on the inertial measurement unit comprises:
    基于所述陀螺仪获取所述云台的角速度;Obtaining an angular velocity of the pan/tilt based on the gyroscope;
    基于所述加速度计获取所述云台的比力;Obtaining a specific force of the pan/tilt based on the accelerometer;
    根据所述角速度和所述比力,计算所述第一位姿的误差。An error of the first pose is calculated based on the angular velocity and the specific force.
  16. 根据权利要求15所述的方法,其特征在于,所述根据所述角速度和所述比力,计算所述第一位姿的误差,包括:The method according to claim 15, wherein said calculating an error of said first pose based on said angular velocity and said specific force comprises:
    根据所述角速度和所述比力,构建所述第一位姿的姿态误差、速度误差和位置误差;Constructing an attitude error, a velocity error, and a position error of the first pose according to the angular velocity and the specific force;
    根据所述姿态误差、速度误差和位置误差,计算所述第一位姿的误差。An error of the first pose is calculated based on the attitude error, the velocity error, and the position error.
  17. 根据权利要求15所述的方法,其特征在于,所述根据所述第二位姿,对所述第一位姿进行修正,包括:The method according to claim 15, wherein the correcting the first pose according to the second pose comprises:
    对所述第一位姿的误差近似处理,获得卡尔曼滤波器;Approximating the error of the first pose to obtain a Kalman filter;
    将所述第二位姿作为观测值,经所述卡尔曼滤器波获得修正值;Using the second pose as an observation value, obtaining a correction value via the Kalman filter wave;
    根据所述修正值,对所述第一位姿进行修正。The first pose is corrected based on the correction value.
  18. 一种云台位姿修正装置,其特征在于,包括与云台相连接的竖直补偿装置、装设于所述竖直补偿装置上的视觉模块和装设于所述竖直补偿装置上的惯性测量单元,所述竖直补偿装置用于补偿所述云台沿竖直方向的移动,所述视觉模块和所述惯性测量单元均与所述竖直补偿装置电连接;A pan/tilt posture correction device, comprising: a vertical compensation device connected to the pan/tilt head, a vision module mounted on the vertical compensation device, and an inertia mounted on the vertical compensation device a measuring unit, the vertical compensating device is configured to compensate a movement of the gimbal in a vertical direction, and the visual module and the inertial measuring unit are electrically connected to the vertical compensating device;
    所述竖直补偿装置用于,基于所述惯性测量单元获取所述云台的第一位姿;基于所述视觉模块获取所述竖直补偿装置的第二位姿;并根据所述第二位姿,对所述第一位姿进行修正。The vertical compensation device is configured to acquire a first pose of the pan/tilt based on the inertial measurement unit; acquire a second pose of the vertical compensation device based on the vision module; and according to the second Position, correcting the first pose.
  19. 根据权利要求18所述的装置,其特征在于,所述竖直补偿装置包括本体和用于连接所述云台的轴臂,所述轴臂转动,能够补偿所述云台沿竖直方向的移动;The apparatus according to claim 18, wherein said vertical compensating means comprises a body and a shaft arm for connecting said pan/tilt, said arm arm rotating to compensate said pan/tilt in a vertical direction mobile;
    所述惯性测量单元设于所述轴臂上,所述视觉模块设于所述本体上。The inertial measurement unit is disposed on the axle arm, and the vision module is disposed on the body.
  20. 根据权利要求18所述的装置,其特征在于,所述视觉模块包括视觉里程计,所述第二位姿包括所述竖直补偿装置的速度和位置。The device of claim 18 wherein said vision module comprises a visual odometer, said second pose comprising a speed and a position of said vertical compensation device.
  21. 根据权利要求18所述的装置,其特征在于,所述视觉模块包括视觉惯性里程计,所述第二位姿包括所述竖直补偿装置的速度、位置和姿态。The apparatus of claim 18 wherein said vision module comprises a visual inertia odometer, said second pose comprising a speed, a position and a pose of said vertical compensation means.
  22. 根据权利要求20或21所述的装置,其特征在于,所述竖直补偿装置包括用于连接所述云台的轴臂,所述轴臂转动,补偿所述云台沿竖直方向的移动,所述轴臂上装设有角速度传感器;The apparatus according to claim 20 or 21, wherein said vertical compensating means comprises a shaft arm for connecting said pan/tilt, said arm arm rotating to compensate for movement of said gimbal in a vertical direction An angular velocity sensor is mounted on the axle arm;
    所述竖直补偿装置用于,基于所述角速度传感器,获得所述轴臂的关节角。The vertical compensation device is configured to obtain a joint angle of the axle arm based on the angular velocity sensor.
  23. 根据权利要求22所述的装置,其特征在于,所述第一位姿包括所述云台的速度;The apparatus according to claim 22, wherein said first pose comprises a speed of said pan/tilt;
    所述竖直补偿装置用于,根据所述关节角,对所述视觉模块输出的所述竖直补偿装置的参考速度进行坐标转换,获得所述竖直补偿装置的速度。The vertical compensation device is configured to perform coordinate conversion on a reference speed of the vertical compensation device output by the vision module according to the joint angle to obtain a speed of the vertical compensation device.
  24. 根据权利要求22所述的装置,其特征在于,所述第一位姿包括所述云台的位置;The apparatus according to claim 22, wherein said first pose comprises a position of said pan/tilt;
    所述竖直补偿装置用于,根据所述关节角,对所述视觉模块输出的所述竖直补偿装置的参考位置进行坐标转换,获得所述竖直补偿装置的位置。The vertical compensation device is configured to perform coordinate conversion on a reference position of the vertical compensation device output by the vision module according to the joint angle to obtain a position of the vertical compensation device.
  25. 根据权利要求21所述的装置,其特征在于,所述竖直补偿装置用于,基于所述视觉惯性里程计输出的参考姿态,构建所述参考姿态的参考方向余弦矩阵;The apparatus according to claim 21, wherein said vertical compensation means is configured to construct a reference direction cosine matrix of said reference pose based on a reference pose output by said visual inertia odometer;
    根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态。A posture of the vertical compensation device is obtained according to the reference direction cosine matrix.
  26. 根据权利要求25所述的装置,其特征在于,所述竖直补偿装置用于,根据所述参考方向余弦矩阵,获得所述竖直补偿装置的姿态修正值;The apparatus according to claim 25, wherein said vertical compensation means is configured to obtain an attitude correction value of said vertical compensation means based on said reference direction cosine matrix;
    根据所述姿态修正值,获得所述竖直补偿装置的姿态。Based on the attitude correction value, the attitude of the vertical compensation device is obtained.
  27. 根据权利要求18所述的装置,其特征在于,所述第一位姿包括所述云台的速度、位置和姿态。The apparatus of claim 18 wherein said first pose comprises a speed, a position and a pose of said head.
  28. 根据权利要求27所述的装置,其特征在于,所述惯性测量单元包括陀螺仪和加速度计;The apparatus according to claim 27, wherein said inertial measurement unit comprises a gyroscope and an accelerometer;
    所述竖直补偿装置用于,基于所述陀螺仪获取所述云台的角速度;The vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope;
    基于所述加速度计获取所述云台的比力;Obtaining a specific force of the pan/tilt based on the accelerometer;
    根据所述角速度和所述比力,计算所述云台的姿态、速度和位置。The attitude, speed, and position of the pan/tilt are calculated based on the angular velocity and the specific force.
  29. 根据权利要求28所述的装置,其特征在于,所述竖直补偿装置用于,根据所述角速度和所述比力,设计姿态更新公式;The apparatus according to claim 28, wherein said vertical compensation means is configured to design a posture update formula based on said angular velocity and said specific force;
    根据所述姿态更新公式,对所述云台的姿态进行更新。The posture of the pan/tilt is updated according to the gesture update formula.
  30. 根据权利要求28所述的装置,其特征在于,所述竖直补偿装置用于,根据所述角速度和所述比力,设计速度更新公式;The apparatus according to claim 28, wherein said vertical compensating means is configured to design a speed update formula based on said angular velocity and said specific force;
    根据所述速度更新公式,对所述云台的速度进行更新。The speed of the pan/tilt is updated according to the speed update formula.
  31. 根据权利要求28所述的装置,其特征在于,所述竖直补偿装置用于,根据所述角速度和所述比力,设计位置更新公式;The apparatus according to claim 28, wherein said vertical compensating means is configured to design a position update formula based on said angular velocity and said specific force;
    根据所述位置更新公式,对所述云台的位置进行更新。The location of the pan/tilt is updated according to the location update formula.
  32. 根据权利要求27所述的装置,其特征在于,所述惯性测量单元包括陀螺仪和加速度计;The apparatus according to claim 27, wherein said inertial measurement unit comprises a gyroscope and an accelerometer;
    所述竖直补偿装置用于,基于所述陀螺仪获取所述云台的角速度;The vertical compensation device is configured to acquire an angular velocity of the pan/tilt based on the gyroscope;
    基于所述加速度计获取所述云台的比力;Obtaining a specific force of the pan/tilt based on the accelerometer;
    根据所述角速度和所述比力,计算所述第一位姿的误差。An error of the first pose is calculated based on the angular velocity and the specific force.
  33. 根据权利要求32所述的装置,其特征在于,所述竖直补偿装置用于,根据所述角速度和所述比力,构建所述第一位姿的姿态误差、速度误差和位置误差;The apparatus according to claim 32, wherein said vertical compensating means is configured to construct an attitude error, a velocity error and a position error of said first pose according to said angular velocity and said specific force;
    根据所述姿态误差、速度误差和位置误差,计算所述第一位姿的误差。An error of the first pose is calculated based on the attitude error, the velocity error, and the position error.
  34. 根据权利要求32所述的装置,其特征在于,所述竖直补偿装置用于,对所述第一位姿的误差近似处理,获得卡尔曼滤波器;The apparatus according to claim 32, wherein said vertical compensating means is configured to approximate the error of said first pose to obtain a Kalman filter;
    将所述第二位姿作为观测值,经所述卡尔曼滤器波获得修正值;Using the second pose as an observation value, obtaining a correction value via the Kalman filter wave;
    根据所述修正值,对所述第一位姿进行修正。The first pose is corrected based on the correction value.
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